> For AI agents: the complete documentation index is available at /llms.txt, the full documentation bundle is available at /llms-full.txt. # Midscene AppControlBench Benchmark Report This is Midscene's benchmark report for AppControlBench. In this evaluation, each model ran the same set of 60 tasks, with the following results: | Model | Completion | Time / run | Cost / run | Task outcomes | | --- | --- | --- | --- | --- | | Doubao Seed 2.1 Turbo | 98% | 52s | $0.0099/¥0.0670 | Pass@1: 96.67% · Pass: 58 · Partial: 1 · Fail: 1 | | Qwen3.7 Plus | 97% | 54s | $0.0097/¥0.0657 | Pass@1: 93.33% · Pass: 56 · Partial: 4 · Fail: 0 | | DeepSeek V4 Flash Vision Exp | 90% | 1m 26s | $0.0045/¥0.0308 | Pass@1: 86.67% · Pass: 52 · Partial: 4 · Fail: 4 | > Note: Doubao Seed 2.1 Turbo costs use [Volcengine's official pricing](https://ark.volcengine.com/region:cn-beijing/model/detail?name=doubao-seed-2-1-turbo): CNY ¥3 / M input tokens, ¥0.6 / M cached input tokens, and ¥15 / M output tokens. Other model costs use OpenRouter pricing. USD values use ¥6.8 per $1. **The results show that the Midscene + GUI vision approach is highly competitive in both cost and pass rate.** ![Cases completed per dollar by model and tool combination, comparing Midscene with agent-device iOS baselines; higher is better](/images/benchmarks/app-control-bench-cost-efficiency-en.png) ![Pass at one on the same 60 cases by Midscene model, higher is better](/images/benchmarks/app-control-bench-pass-at-1-en.png) :::info About AppControlBench [AppControlBench](https://github.com/software-mansion/app-control-bench) evaluates how well an Agent can operate real iOS apps in isolated Simulator runs. The final screenshot is graded against a task-specific solved-screen description. Each run covers 30 Bluesky tasks and 30 Element iOS tasks. ::: ## Run configuration | Field | Value | | ----------------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------ | | Test date | 2026-08-25 to 2026-08-27 | | Model Name | Doubao Seed 2.1 Turbo, Qwen3.7 Plus, DeepSeek V4 Flash Vision Exp | | Midscene version | `1.12.0` | | DeepThink | off | | Device | iOS Simulator | | Bluesky version | `1.122.0` | | Element iOS version | `1.11.40` | | Number of tasks | 60 per model | | AppControlBench project | The Midscene adapter delegated Agent execution to `@midscene/ios` while AppControlBench retained task reset, Simulator lifecycle, final screenshot capture, and grading. | | Evaluation rules | The original target states and judge rules were retained; the action intent for 1 case was calibrated. | ## Case Intent Calibration For this evaluation, the action-route description of 1 case was calibrated against the actual UI of the pinned Element iOS version. The calibration only removes a stale or unavailable UI-entry description; it does not change the final target state or judge rules of the case. | Case | Before | After | Reason for change | | ------------ | ----------------------------------------------------------------------------------------- | ---------------------------------------------------- | -------------------------------------------------------------------------------------------------------------------------------------------------------------- | | `element-07` | Open the "Project Phoenix" room and open its room-options menu (the '...' in the header). | Open the "Project Phoenix" room info/options screen. | The pinned Element iOS version does not provide a header `...`; only the action route was calibrated, while the target state and judge rules remain unchanged. | ## Report files Doubao Seed 2.1 Turbo · Pass@1 96.67% · 58 PASS · 1 PARTIAL · 1 FAIL | # | Task | Status | Model Cost | Report | | --- | --- | --- | --- | --- | | 1 | bsky-01 | PASS | $0.0038/¥0.0259 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/doubao-20260825/Task-1-bsky-01__group-0-39e22f33-4039-4891-854c-009333ade66f-Pass.html) | | 2 | bsky-02 | PASS | $0.0038/¥0.0259 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/doubao-20260825/Task-2-bsky-02__group-0-39e22f33-4039-4891-854c-009333ade66f-Pass.html) | | 3 | bsky-03 | PASS | $0.0079/¥0.0537 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/doubao-20260825/Task-3-bsky-03__group-0-39e22f33-4039-4891-854c-009333ade66f-Pass.html) | | 4 | bsky-04 | PASS | $0.0060/¥0.0405 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/doubao-20260825/Task-4-bsky-04__group-0-39e22f33-4039-4891-854c-009333ade66f-Pass.html) | | 5 | bsky-05 | PASS | $0.0039/¥0.0263 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/doubao-20260825/Task-5-bsky-05__group-0-39e22f33-4039-4891-854c-009333ade66f-Pass.html) | | 6 | bsky-06 | PASS | $0.0040/¥0.0272 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/doubao-20260825/Task-6-bsky-06__group-0-39e22f33-4039-4891-854c-009333ade66f-Pass.html) | | 7 | bsky-07 | PASS | $0.0039/¥0.0268 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/doubao-20260825/Task-7-bsky-07__group-0-39e22f33-4039-4891-854c-009333ade66f-Pass.html) | | 8 | bsky-08 | PASS | $0.0130/¥0.0884 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/doubao-20260825/Task-8-bsky-08__group-0-39e22f33-4039-4891-854c-009333ade66f-Pass.html) | | 9 | bsky-09 | PASS | $0.0081/¥0.0552 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/doubao-20260825/Task-9-bsky-09__group-0-39e22f33-4039-4891-854c-009333ade66f-Pass.html) | | 10 | bsky-10 | PASS | $0.0060/¥0.0410 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/doubao-20260825/Task-10-bsky-10__group-0-39e22f33-4039-4891-854c-009333ade66f-Pass.html) | | 11 | bsky-11 | PASS | $0.0038/¥0.0256 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/doubao-20260825/Task-11-bsky-11__group-0-39e22f33-4039-4891-854c-009333ade66f-Pass.html) | | 12 | bsky-12 | PASS | $0.0038/¥0.0258 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/doubao-20260825/Task-12-bsky-12__group-0-39e22f33-4039-4891-854c-009333ade66f-Pass.html) | | 13 | bsky-13 | PASS | $0.0038/¥0.0259 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/doubao-20260825/Task-13-bsky-13__group-0-39e22f33-4039-4891-854c-009333ade66f-Pass.html) | | 14 | bsky-14 | PASS | $0.0104/¥0.0704 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/doubao-20260825/Task-14-bsky-14__group-0-39e22f33-4039-4891-854c-009333ade66f-Pass.html) | | 15 | bsky-15 | PASS | $0.0104/¥0.0706 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/doubao-20260825/Task-15-bsky-15__group-0-39e22f33-4039-4891-854c-009333ade66f-Pass.html) | | 16 | bsky-16 | PASS | $0.0240/¥0.1631 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/doubao-20260825/Task-16-bsky-16__group-0-39e22f33-4039-4891-854c-009333ade66f-Pass.html) | | 17 | bsky-17 | PASS | $0.0059/¥0.0399 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/doubao-20260825/Task-17-bsky-17__group-0-39e22f33-4039-4891-854c-009333ade66f-Pass.html) | | 18 | bsky-18 | PASS | $0.0038/¥0.0255 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/doubao-20260825/Task-18-bsky-18__group-0-39e22f33-4039-4891-854c-009333ade66f-Pass.html) | | 19 | bsky-19 | PASS | $0.0080/¥0.0545 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/doubao-20260825/Task-19-bsky-19__group-0-39e22f33-4039-4891-854c-009333ade66f-Pass.html) | | 20 | bsky-20 | PASS | $0.0080/¥0.0547 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/doubao-20260825/Task-20-bsky-20__group-0-39e22f33-4039-4891-854c-009333ade66f-Pass.html) | | 21 | bsky-21 | PASS | $0.0059/¥0.0399 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/doubao-20260825/Task-21-bsky-21__group-0-39e22f33-4039-4891-854c-009333ade66f-Pass.html) | | 22 | bsky-22 | PASS | $0.0037/¥0.0254 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/doubao-20260825/Task-22-bsky-22__group-0-39e22f33-4039-4891-854c-009333ade66f-Pass.html) | | 23 | bsky-23 | PASS | $0.0058/¥0.0394 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/doubao-20260825/Task-23-bsky-23__group-0-39e22f33-4039-4891-854c-009333ade66f-Pass.html) | | 24 | bsky-24 | PASS | $0.0082/¥0.0554 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/doubao-20260825/Task-24-bsky-24__group-0-39e22f33-4039-4891-854c-009333ade66f-Pass.html) | | 25 | bsky-25 | FAIL | $0.0079/¥0.0535 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/doubao-20260825/Task-25-bsky-25__group-0-39e22f33-4039-4891-854c-009333ade66f-Fail.html) | | 26 | bsky-26 | PASS | $0.0152/¥0.1030 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/doubao-20260825/Task-26-bsky-26__group-0-39e22f33-4039-4891-854c-009333ade66f-Pass.html) | | 27 | bsky-27 | PASS | $0.0174/¥0.1183 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/doubao-20260825/Task-27-bsky-27__group-0-39e22f33-4039-4891-854c-009333ade66f-Pass.html) | | 28 | bsky-28 | PASS | $0.0080/¥0.0542 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/doubao-20260825/Task-28-bsky-28__group-0-39e22f33-4039-4891-854c-009333ade66f-Pass.html) | | 29 | bsky-29 | PASS | $0.0080/¥0.0541 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/doubao-20260825/Task-29-bsky-29__group-0-39e22f33-4039-4891-854c-009333ade66f-Pass.html) | | 30 | bsky-30 | PASS | $0.0106/¥0.0723 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/doubao-20260825/Task-30-bsky-30__group-0-39e22f33-4039-4891-854c-009333ade66f-Pass.html) | | 31 | element-01 | PASS | $0.0037/¥0.0252 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/doubao-20260825/Task-31-element-01__group-0-39e22f33-4039-4891-854c-009333ade66f-Pass.html) | | 32 | element-02 | PASS | $0.0038/¥0.0259 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/doubao-20260825/Task-32-element-02__group-0-39e22f33-4039-4891-854c-009333ade66f-Pass.html) | | 33 | element-03 | PASS | $0.0101/¥0.0686 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/doubao-20260825/Task-33-element-03__group-0-39e22f33-4039-4891-854c-009333ade66f-Pass.html) | | 34 | element-04 | PASS | $0.0057/¥0.0390 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/doubao-20260825/Task-34-element-04__group-0-39e22f33-4039-4891-854c-009333ade66f-Pass.html) | | 35 | element-05 | PASS | $0.0066/¥0.0447 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/doubao-20260825/Task-35-element-05__group-0-39e22f33-4039-4891-854c-009333ade66f-Pass.html) | | 36 | element-06 | PARTIAL | $0.0988/¥0.6720 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/doubao-20260825/Task-36-element-06__group-0-39e22f33-4039-4891-854c-009333ade66f-Partial.html) | | 37 | element-07 | PASS | $0.0059/¥0.0400 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/doubao-20260825/Task-37-element-07__group-0-39e22f33-4039-4891-854c-009333ade66f-Pass.html) | | 38 | element-08 | PASS | $0.0103/¥0.0700 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/doubao-20260825/Task-38-element-08__group-0-39e22f33-4039-4891-854c-009333ade66f-Pass.html) | | 39 | element-09 | PASS | $0.0040/¥0.0275 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/doubao-20260825/Task-39-element-09__group-0-39e22f33-4039-4891-854c-009333ade66f-Pass.html) | | 40 | element-10 | PASS | $0.0187/¥0.1272 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/doubao-20260825/Task-40-element-10__group-0-39e22f33-4039-4891-854c-009333ade66f-Pass.html) | | 41 | element-11 | PASS | $0.0068/¥0.0460 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/doubao-20260825/Task-41-element-11__group-0-39e22f33-4039-4891-854c-009333ade66f-Pass.html) | | 42 | element-12 | PASS | $0.0059/¥0.0404 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/doubao-20260825/Task-42-element-12__group-0-39e22f33-4039-4891-854c-009333ade66f-Pass.html) | | 43 | element-13 | PASS | $0.0106/¥0.0724 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/doubao-20260825/Task-43-element-13__group-0-39e22f33-4039-4891-854c-009333ade66f-Pass.html) | | 44 | element-14 | PASS | $0.0060/¥0.0410 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/doubao-20260825/Task-44-element-14__group-0-39e22f33-4039-4891-854c-009333ade66f-Pass.html) | | 45 | element-15 | PASS | $0.0081/¥0.0554 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/doubao-20260825/Task-45-element-15__group-0-39e22f33-4039-4891-854c-009333ade66f-Pass.html) | | 46 | element-16 | PASS | $0.0083/¥0.0567 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/doubao-20260825/Task-46-element-16__group-0-39e22f33-4039-4891-854c-009333ade66f-Pass.html) | | 47 | element-17 | PASS | $0.0080/¥0.0543 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/doubao-20260825/Task-47-element-17__group-0-39e22f33-4039-4891-854c-009333ade66f-Pass.html) | | 48 | element-18 | PASS | $0.0105/¥0.0714 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/doubao-20260825/Task-48-element-18__group-0-39e22f33-4039-4891-854c-009333ade66f-Pass.html) | | 49 | element-19 | PASS | $0.0182/¥0.1240 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/doubao-20260825/Task-49-element-19__group-0-39e22f33-4039-4891-854c-009333ade66f-Pass.html) | | 50 | element-20 | PASS | $0.0038/¥0.0256 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/doubao-20260825/Task-50-element-20__group-0-39e22f33-4039-4891-854c-009333ade66f-Pass.html) | | 51 | element-21 | PASS | $0.0119/¥0.0810 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/doubao-20260825/Task-51-element-21__group-0-39e22f33-4039-4891-854c-009333ade66f-Pass.html) | | 52 | element-22 | PASS | $0.0156/¥0.1062 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/doubao-20260825/Task-52-element-22__group-0-39e22f33-4039-4891-854c-009333ade66f-Pass.html) | | 53 | element-23 | PASS | $0.0081/¥0.0550 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/doubao-20260825/Task-53-element-23__group-0-39e22f33-4039-4891-854c-009333ade66f-Pass.html) | | 54 | element-24 | PASS | $0.0129/¥0.0880 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/doubao-20260825/Task-54-element-24__group-0-39e22f33-4039-4891-854c-009333ade66f-Pass.html) | | 55 | element-25 | PASS | $0.0059/¥0.0404 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/doubao-20260825/Task-55-element-25__group-0-39e22f33-4039-4891-854c-009333ade66f-Pass.html) | | 56 | element-26 | PASS | $0.0038/¥0.0257 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/doubao-20260825/Task-56-element-26__group-0-39e22f33-4039-4891-854c-009333ade66f-Pass.html) | | 57 | element-27 | PASS | $0.0160/¥0.1087 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/doubao-20260825/Task-57-element-27__group-0-39e22f33-4039-4891-854c-009333ade66f-Pass.html) | | 58 | element-28 | PASS | $0.0100/¥0.0683 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/doubao-20260825/Task-58-element-28__group-0-39e22f33-4039-4891-854c-009333ade66f-Pass.html) | | 59 | element-29 | PASS | $0.0102/¥0.0693 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/doubao-20260825/Task-59-element-29__group-0-39e22f33-4039-4891-854c-009333ade66f-Pass.html) | | 60 | element-30 | PASS | $0.0100/¥0.0680 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/doubao-20260825/Task-60-element-30__group-0-39e22f33-4039-4891-854c-009333ade66f-Pass.html) | Qwen3.7 Plus · Pass@1 93.33% · 56 PASS · 4 PARTIAL · 0 FAIL | # | Task | Status | Model Cost | Report | | --- | --- | --- | --- | --- | | 1 | bsky-01 | PASS | $0.0073/¥0.0497 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/qwen-20260825/Task-1-bsky-01__group-0-2f618b11-f26d-4aeb-b861-02f7ee9795fd-Pass.html) | | 2 | bsky-02 | PASS | $0.0074/¥0.0501 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/qwen-20260825/Task-2-bsky-02__group-0-2f618b11-f26d-4aeb-b861-02f7ee9795fd-Pass.html) | | 3 | bsky-03 | PASS | $0.0108/¥0.0736 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/qwen-20260825/Task-3-bsky-03__group-0-2f618b11-f26d-4aeb-b861-02f7ee9795fd-Pass.html) | | 4 | bsky-04 | PASS | $0.0092/¥0.0624 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/qwen-20260825/Task-4-bsky-04__group-0-2f618b11-f26d-4aeb-b861-02f7ee9795fd-Pass.html) | | 5 | bsky-05 | PASS | $0.0053/¥0.0362 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/qwen-20260825/Task-5-bsky-05__group-0-2f618b11-f26d-4aeb-b861-02f7ee9795fd-Pass.html) | | 6 | bsky-06 | PASS | $0.0075/¥0.0507 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/qwen-20260825/Task-6-bsky-06__group-0-2f618b11-f26d-4aeb-b861-02f7ee9795fd-Pass.html) | | 7 | bsky-07 | PASS | $0.0075/¥0.0507 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/qwen-20260825/Task-7-bsky-07__group-0-2f618b11-f26d-4aeb-b861-02f7ee9795fd-Pass.html) | | 8 | bsky-08 | PASS | $0.0170/¥0.1155 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/qwen-20260825/Task-8-bsky-08__group-0-2f618b11-f26d-4aeb-b861-02f7ee9795fd-Pass.html) | | 9 | bsky-09 | PASS | $0.0110/¥0.0746 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/qwen-20260825/Task-9-bsky-09__group-0-2f618b11-f26d-4aeb-b861-02f7ee9795fd-Pass.html) | | 10 | bsky-10 | PASS | $0.0111/¥0.0756 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/qwen-20260825/Task-10-bsky-10__group-0-2f618b11-f26d-4aeb-b861-02f7ee9795fd-Pass.html) | | 11 | bsky-11 | PASS | $0.0053/¥0.0360 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/qwen-20260825/Task-11-bsky-11__group-0-2f618b11-f26d-4aeb-b861-02f7ee9795fd-Pass.html) | | 12 | bsky-12 | PASS | $0.0053/¥0.0357 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/qwen-20260825/Task-12-bsky-12__group-0-2f618b11-f26d-4aeb-b861-02f7ee9795fd-Pass.html) | | 13 | bsky-13 | PASS | $0.0054/¥0.0365 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/qwen-20260825/Task-13-bsky-13__group-0-2f618b11-f26d-4aeb-b861-02f7ee9795fd-Pass.html) | | 14 | bsky-14 | PASS | $0.0086/¥0.0585 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/qwen-20260825/Task-14-bsky-14__group-0-2f618b11-f26d-4aeb-b861-02f7ee9795fd-Pass.html) | | 15 | bsky-15 | PASS | $0.0107/¥0.0724 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/qwen-20260825/Task-15-bsky-15__group-0-2f618b11-f26d-4aeb-b861-02f7ee9795fd-Pass.html) | | 16 | bsky-16 | PARTIAL | $0.0196/¥0.1332 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/qwen-20260825/Task-16-bsky-16__group-0-2f618b11-f26d-4aeb-b861-02f7ee9795fd-Partial.html) | | 17 | bsky-17 | PASS | $0.0050/¥0.0342 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/qwen-20260825/Task-17-bsky-17__group-0-2f618b11-f26d-4aeb-b861-02f7ee9795fd-Pass.html) | | 18 | bsky-18 | PASS | $0.0033/¥0.0224 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/qwen-20260825/Task-18-bsky-18__group-0-2f618b11-f26d-4aeb-b861-02f7ee9795fd-Pass.html) | | 19 | bsky-19 | PASS | $0.0067/¥0.0457 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/qwen-20260825/Task-19-bsky-19__group-0-2f618b11-f26d-4aeb-b861-02f7ee9795fd-Pass.html) | | 20 | bsky-20 | PASS | $0.0068/¥0.0460 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/qwen-20260825/Task-20-bsky-20__group-0-2f618b11-f26d-4aeb-b861-02f7ee9795fd-Pass.html) | | 21 | bsky-21 | PASS | $0.0049/¥0.0335 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/qwen-20260825/Task-21-bsky-21__group-0-2f618b11-f26d-4aeb-b861-02f7ee9795fd-Pass.html) | | 22 | bsky-22 | PASS | $0.0032/¥0.0219 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/qwen-20260825/Task-22-bsky-22__group-0-2f618b11-f26d-4aeb-b861-02f7ee9795fd-Pass.html) | | 23 | bsky-23 | PASS | $0.0050/¥0.0340 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/qwen-20260825/Task-23-bsky-23__group-0-2f618b11-f26d-4aeb-b861-02f7ee9795fd-Pass.html) | | 24 | bsky-24 | PASS | $0.0069/¥0.0469 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/qwen-20260825/Task-24-bsky-24__group-0-2f618b11-f26d-4aeb-b861-02f7ee9795fd-Pass.html) | | 25 | bsky-25 | PARTIAL | $0.0068/¥0.0463 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/qwen-20260825/Task-25-bsky-25__group-0-2f618b11-f26d-4aeb-b861-02f7ee9795fd-Partial.html) | | 26 | bsky-26 | PASS | $0.0125/¥0.0849 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/qwen-20260825/Task-26-bsky-26__group-0-2f618b11-f26d-4aeb-b861-02f7ee9795fd-Pass.html) | | 27 | bsky-27 | PASS | $0.0145/¥0.0988 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/qwen-20260825/Task-27-bsky-27__group-0-2f618b11-f26d-4aeb-b861-02f7ee9795fd-Pass.html) | | 28 | bsky-28 | PASS | $0.0068/¥0.0461 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/qwen-20260825/Task-28-bsky-28__group-0-2f618b11-f26d-4aeb-b861-02f7ee9795fd-Pass.html) | | 29 | bsky-29 | PASS | $0.0068/¥0.0462 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/qwen-20260825/Task-29-bsky-29__group-0-2f618b11-f26d-4aeb-b861-02f7ee9795fd-Pass.html) | | 30 | bsky-30 | PASS | $0.0171/¥0.1160 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/qwen-20260825/Task-30-bsky-30__group-0-2f618b11-f26d-4aeb-b861-02f7ee9795fd-Pass.html) | | 31 | element-01 | PASS | $0.0052/¥0.0356 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/qwen-20260825/Task-31-element-01__group-0-2f618b11-f26d-4aeb-b861-02f7ee9795fd-Pass.html) | | 32 | element-02 | PASS | $0.0032/¥0.0214 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/qwen-20260825/Task-32-element-02__group-0-2f618b11-f26d-4aeb-b861-02f7ee9795fd-Pass.html) | | 33 | element-03 | PASS | $0.0087/¥0.0593 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/qwen-20260825/Task-33-element-03__group-0-2f618b11-f26d-4aeb-b861-02f7ee9795fd-Pass.html) | | 34 | element-04 | PASS | $0.0048/¥0.0326 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/qwen-20260825/Task-34-element-04__group-0-2f618b11-f26d-4aeb-b861-02f7ee9795fd-Pass.html) | | 35 | element-05 | PASS | $0.0107/¥0.0727 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/qwen-20260825/Task-35-element-05__group-0-2f618b11-f26d-4aeb-b861-02f7ee9795fd-Pass.html) | | 36 | element-06 | PARTIAL | $0.0640/¥0.4355 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/qwen-20260825/Task-36-element-06__group-0-2f618b11-f26d-4aeb-b861-02f7ee9795fd-Partial.html) | | 37 | element-07 | PASS | $0.0088/¥0.0600 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/qwen-20260825/Task-37-element-07__group-0-2f618b11-f26d-4aeb-b861-02f7ee9795fd-Pass.html) | | 38 | element-08 | PASS | $0.0086/¥0.0582 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/qwen-20260825/Task-38-element-08__group-0-2f618b11-f26d-4aeb-b861-02f7ee9795fd-Pass.html) | | 39 | element-09 | PASS | $0.0032/¥0.0217 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/qwen-20260825/Task-39-element-09__group-0-2f618b11-f26d-4aeb-b861-02f7ee9795fd-Pass.html) | | 40 | element-10 | PASS | $0.0234/¥0.1593 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/qwen-20260825/Task-40-element-10__group-0-2f618b11-f26d-4aeb-b861-02f7ee9795fd-Pass.html) | | 41 | element-11 | PASS | $0.0050/¥0.0341 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/qwen-20260825/Task-41-element-11__group-0-2f618b11-f26d-4aeb-b861-02f7ee9795fd-Pass.html) | | 42 | element-12 | PASS | $0.0050/¥0.0338 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/qwen-20260825/Task-42-element-12__group-0-2f618b11-f26d-4aeb-b861-02f7ee9795fd-Pass.html) | | 43 | element-13 | PASS | $0.0070/¥0.0474 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/qwen-20260825/Task-43-element-13__group-0-2f618b11-f26d-4aeb-b861-02f7ee9795fd-Pass.html) | | 44 | element-14 | PASS | $0.0051/¥0.0345 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/qwen-20260825/Task-44-element-14__group-0-2f618b11-f26d-4aeb-b861-02f7ee9795fd-Pass.html) | | 45 | element-15 | PASS | $0.0068/¥0.0461 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/qwen-20260825/Task-45-element-15__group-0-2f618b11-f26d-4aeb-b861-02f7ee9795fd-Pass.html) | | 46 | element-16 | PARTIAL | $0.0346/¥0.2352 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/qwen-20260825/Task-46-element-16__group-0-2f618b11-f26d-4aeb-b861-02f7ee9795fd-Partial.html) | | 47 | element-17 | PASS | $0.0206/¥0.1403 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/qwen-20260825/Task-47-element-17__group-0-2f618b11-f26d-4aeb-b861-02f7ee9795fd-Pass.html) | | 48 | element-18 | PASS | $0.0112/¥0.0761 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/qwen-20260825/Task-48-element-18__group-0-2f618b11-f26d-4aeb-b861-02f7ee9795fd-Pass.html) | | 49 | element-19 | PASS | $0.0108/¥0.0738 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/qwen-20260825/Task-49-element-19__group-0-2f618b11-f26d-4aeb-b861-02f7ee9795fd-Pass.html) | | 50 | element-20 | PASS | $0.0032/¥0.0219 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/qwen-20260825/Task-50-element-20__group-0-2f618b11-f26d-4aeb-b861-02f7ee9795fd-Pass.html) | | 51 | element-21 | PASS | $0.0033/¥0.0222 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/qwen-20260825/Task-51-element-21__group-0-2f618b11-f26d-4aeb-b861-02f7ee9795fd-Pass.html) | | 52 | element-22 | PASS | $0.0128/¥0.0872 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/qwen-20260825/Task-52-element-22__group-0-2f618b11-f26d-4aeb-b861-02f7ee9795fd-Pass.html) | | 53 | element-23 | PASS | $0.0069/¥0.0466 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/qwen-20260825/Task-53-element-23__group-0-2f618b11-f26d-4aeb-b861-02f7ee9795fd-Pass.html) | | 54 | element-24 | PASS | $0.0109/¥0.0739 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/qwen-20260825/Task-54-element-24__group-0-2f618b11-f26d-4aeb-b861-02f7ee9795fd-Pass.html) | | 55 | element-25 | PASS | $0.0050/¥0.0341 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/qwen-20260825/Task-55-element-25__group-0-2f618b11-f26d-4aeb-b861-02f7ee9795fd-Pass.html) | | 56 | element-26 | PASS | $0.0033/¥0.0224 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/qwen-20260825/Task-56-element-26__group-0-2f618b11-f26d-4aeb-b861-02f7ee9795fd-Pass.html) | | 57 | element-27 | PASS | $0.0051/¥0.0344 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/qwen-20260825/Task-57-element-27__group-0-2f618b11-f26d-4aeb-b861-02f7ee9795fd-Pass.html) | | 58 | element-28 | PASS | $0.0106/¥0.0723 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/qwen-20260825/Task-58-element-28__group-0-2f618b11-f26d-4aeb-b861-02f7ee9795fd-Pass.html) | | 59 | element-29 | PASS | $0.0087/¥0.0588 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/qwen-20260825/Task-59-element-29__group-0-2f618b11-f26d-4aeb-b861-02f7ee9795fd-Pass.html) | | 60 | element-30 | PASS | $0.0087/¥0.0590 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/qwen-20260825/Task-60-element-30__group-0-2f618b11-f26d-4aeb-b861-02f7ee9795fd-Pass.html) | DeepSeek V4 Flash Vision Exp · Pass@1 86.67% · 52 PASS · 4 PARTIAL · 4 FAIL | # | Task | Status | Model Cost | Report | | --- | --- | --- | --- | --- | | 1 | bsky-01 | PASS | $0.0005/¥0.0035 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/deepseek-20260825/Task-1-bsky-01__group-0-7d8b44f7-2b52-4211-a922-746938a7509a-Pass.html) | | 2 | bsky-02 | PASS | $0.0005/¥0.0035 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/deepseek-20260825/Task-2-bsky-02__group-0-7d8b44f7-2b52-4211-a922-746938a7509a-Pass.html) | | 3 | bsky-03 | PASS | $0.0015/¥0.0100 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/deepseek-20260825/Task-3-bsky-03__group-0-7d8b44f7-2b52-4211-a922-746938a7509a-Pass.html) | | 4 | bsky-04 | PASS | $0.0009/¥0.0062 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/deepseek-20260825/Task-4-bsky-04__group-0-7d8b44f7-2b52-4211-a922-746938a7509a-Pass.html) | | 5 | bsky-05 | PASS | $0.0005/¥0.0037 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/deepseek-20260825/Task-5-bsky-05__group-0-7d8b44f7-2b52-4211-a922-746938a7509a-Pass.html) | | 6 | bsky-06 | PASS | $0.0021/¥0.0144 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/deepseek-20260825/Task-6-bsky-06__group-0-7d8b44f7-2b52-4211-a922-746938a7509a-Pass.html) | | 7 | bsky-07 | PASS | $0.0010/¥0.0066 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/deepseek-20260825/Task-7-bsky-07__group-0-7d8b44f7-2b52-4211-a922-746938a7509a-Pass.html) | | 8 | bsky-08 | PASS | $0.0019/¥0.0128 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/deepseek-20260825/Task-8-bsky-08__group-0-7d8b44f7-2b52-4211-a922-746938a7509a-Pass.html) | | 9 | bsky-09 | FAIL | $0.0155/¥0.1055 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/deepseek-20260825/Task-9-bsky-09__group-0-7d8b44f7-2b52-4211-a922-746938a7509a-Fail.html) | | 10 | bsky-10 | PASS | $0.0018/¥0.0121 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/deepseek-20260825/Task-10-bsky-10__group-0-7d8b44f7-2b52-4211-a922-746938a7509a-Pass.html) | | 11 | bsky-11 | PASS | $0.0011/¥0.0077 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/deepseek-20260825/Task-11-bsky-11__group-0-7d8b44f7-2b52-4211-a922-746938a7509a-Pass.html) | | 12 | bsky-12 | PASS | $0.0011/¥0.0073 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/deepseek-20260825/Task-12-bsky-12__group-0-7d8b44f7-2b52-4211-a922-746938a7509a-Pass.html) | | 13 | bsky-13 | PASS | $0.0012/¥0.0082 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/deepseek-20260825/Task-13-bsky-13__group-0-7d8b44f7-2b52-4211-a922-746938a7509a-Pass.html) | | 14 | bsky-14 | PASS | $0.0029/¥0.0200 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/deepseek-20260825/Task-14-bsky-14__group-0-7d8b44f7-2b52-4211-a922-746938a7509a-Pass.html) | | 15 | bsky-15 | PASS | $0.0012/¥0.0081 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/deepseek-20260825/Task-15-bsky-15__group-0-7d8b44f7-2b52-4211-a922-746938a7509a-Pass.html) | | 16 | bsky-16 | PARTIAL | $0.0160/¥0.1085 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/deepseek-20260825/Task-16-bsky-16__group-0-7d8b44f7-2b52-4211-a922-746938a7509a-Partial.html) | | 17 | bsky-17 | PASS | $0.0017/¥0.0114 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/deepseek-20260825/Task-17-bsky-17__group-0-7d8b44f7-2b52-4211-a922-746938a7509a-Pass.html) | | 18 | bsky-18 | PASS | $0.0011/¥0.0078 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/deepseek-20260825/Task-18-bsky-18__group-0-7d8b44f7-2b52-4211-a922-746938a7509a-Pass.html) | | 19 | bsky-19 | PASS | $0.0025/¥0.0168 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/deepseek-20260825/Task-19-bsky-19__group-0-7d8b44f7-2b52-4211-a922-746938a7509a-Pass.html) | | 20 | bsky-20 | PASS | $0.0022/¥0.0152 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/deepseek-20260825/Task-20-bsky-20__group-0-7d8b44f7-2b52-4211-a922-746938a7509a-Pass.html) | | 21 | bsky-21 | PASS | $0.0023/¥0.0156 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/deepseek-20260825/Task-21-bsky-21__group-0-7d8b44f7-2b52-4211-a922-746938a7509a-Pass.html) | | 22 | bsky-22 | PASS | $0.0011/¥0.0074 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/deepseek-20260825/Task-22-bsky-22__group-0-7d8b44f7-2b52-4211-a922-746938a7509a-Pass.html) | | 23 | bsky-23 | PASS | $0.0017/¥0.0119 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/deepseek-20260825/Task-23-bsky-23__group-0-7d8b44f7-2b52-4211-a922-746938a7509a-Pass.html) | | 24 | bsky-24 | PARTIAL | $0.0072/¥0.0493 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/deepseek-20260825/Task-24-bsky-24__group-0-7d8b44f7-2b52-4211-a922-746938a7509a-Partial.html) | | 25 | bsky-25 | PASS | $0.0029/¥0.0199 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/deepseek-20260825/Task-25-bsky-25__group-0-7d8b44f7-2b52-4211-a922-746938a7509a-Pass.html) | | 26 | bsky-26 | PASS | $0.0025/¥0.0171 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/deepseek-20260825/Task-26-bsky-26__group-0-7d8b44f7-2b52-4211-a922-746938a7509a-Pass.html) | | 27 | bsky-27 | PASS | $0.0034/¥0.0231 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/deepseek-20260825/Task-27-bsky-27__group-0-7d8b44f7-2b52-4211-a922-746938a7509a-Pass.html) | | 28 | bsky-28 | PASS | $0.0023/¥0.0157 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/deepseek-20260825/Task-28-bsky-28__group-0-7d8b44f7-2b52-4211-a922-746938a7509a-Pass.html) | | 29 | bsky-29 | PASS | $0.0023/¥0.0159 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/deepseek-20260825/Task-29-bsky-29__group-0-7d8b44f7-2b52-4211-a922-746938a7509a-Pass.html) | | 30 | bsky-30 | FAIL | $0.0290/¥0.1970 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/deepseek-20260825/Task-30-bsky-30__group-0-7d8b44f7-2b52-4211-a922-746938a7509a-Fail.html) | | 31 | element-01 | PASS | $0.0010/¥0.0069 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/deepseek-20260825/Task-31-element-01__group-0-7d8b44f7-2b52-4211-a922-746938a7509a-Pass.html) | | 32 | element-02 | PASS | $0.0010/¥0.0071 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/deepseek-20260825/Task-32-element-02__group-0-7d8b44f7-2b52-4211-a922-746938a7509a-Pass.html) | | 33 | element-03 | PASS | $0.0030/¥0.0201 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/deepseek-20260825/Task-33-element-03__group-0-7d8b44f7-2b52-4211-a922-746938a7509a-Pass.html) | | 34 | element-04 | PASS | $0.0038/¥0.0256 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/deepseek-20260825/Task-34-element-04__group-0-7d8b44f7-2b52-4211-a922-746938a7509a-Pass.html) | | 35 | element-05 | PASS | $0.0018/¥0.0122 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/deepseek-20260825/Task-35-element-05__group-0-7d8b44f7-2b52-4211-a922-746938a7509a-Pass.html) | | 36 | element-06 | FAIL | $0.0232/¥0.1575 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/deepseek-20260825/Task-36-element-06__group-0-7d8b44f7-2b52-4211-a922-746938a7509a-Fail.html) | | 37 | element-07 | PASS | $0.0019/¥0.0127 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/deepseek-20260825/Task-37-element-07__group-0-7d8b44f7-2b52-4211-a922-746938a7509a-Pass.html) | | 38 | element-08 | PASS | $0.0028/¥0.0193 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/deepseek-20260825/Task-38-element-08__group-0-7d8b44f7-2b52-4211-a922-746938a7509a-Pass.html) | | 39 | element-09 | PASS | $0.0011/¥0.0077 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/deepseek-20260825/Task-39-element-09__group-0-7d8b44f7-2b52-4211-a922-746938a7509a-Pass.html) | | 40 | element-10 | PASS | $0.0024/¥0.0161 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/deepseek-20260825/Task-40-element-10__group-0-7d8b44f7-2b52-4211-a922-746938a7509a-Pass.html) | | 41 | element-11 | PASS | $0.0019/¥0.0131 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/deepseek-20260825/Task-41-element-11__group-0-7d8b44f7-2b52-4211-a922-746938a7509a-Pass.html) | | 42 | element-12 | PASS | $0.0019/¥0.0130 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/deepseek-20260825/Task-42-element-12__group-0-7d8b44f7-2b52-4211-a922-746938a7509a-Pass.html) | | 43 | element-13 | PASS | $0.0026/¥0.0176 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/deepseek-20260825/Task-43-element-13__group-0-7d8b44f7-2b52-4211-a922-746938a7509a-Pass.html) | | 44 | element-14 | PASS | $0.0020/¥0.0139 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/deepseek-20260825/Task-44-element-14__group-0-7d8b44f7-2b52-4211-a922-746938a7509a-Pass.html) | | 45 | element-15 | PASS | $0.0010/¥0.0067 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/deepseek-20260825/Task-45-element-15__group-0-7d8b44f7-2b52-4211-a922-746938a7509a-Pass.html) | | 46 | element-16 | PARTIAL | $0.0549/¥0.3734 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/deepseek-20260825/Task-46-element-16__group-0-7d8b44f7-2b52-4211-a922-746938a7509a-Partial.html) | | 47 | element-17 | PASS | $0.0026/¥0.0178 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/deepseek-20260825/Task-47-element-17__group-0-7d8b44f7-2b52-4211-a922-746938a7509a-Pass.html) | | 48 | element-18 | PASS | $0.0027/¥0.0182 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/deepseek-20260825/Task-48-element-18__group-0-7d8b44f7-2b52-4211-a922-746938a7509a-Pass.html) | | 49 | element-19 | PARTIAL | $0.0106/¥0.0723 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/deepseek-20260825/Task-49-element-19__group-0-7d8b44f7-2b52-4211-a922-746938a7509a-Partial.html) | | 50 | element-20 | PASS | $0.0011/¥0.0075 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/deepseek-20260825/Task-50-element-20__group-0-7d8b44f7-2b52-4211-a922-746938a7509a-Pass.html) | | 51 | element-21 | FAIL | $0.0236/¥0.1604 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/deepseek-20260825/Task-51-element-21__group-0-7d8b44f7-2b52-4211-a922-746938a7509a-Fail.html) | | 52 | element-22 | PASS | $0.0024/¥0.0160 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/deepseek-20260825/Task-52-element-22__group-0-7d8b44f7-2b52-4211-a922-746938a7509a-Pass.html) | | 53 | element-23 | PASS | $0.0014/¥0.0094 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/deepseek-20260825/Task-53-element-23__group-0-7d8b44f7-2b52-4211-a922-746938a7509a-Pass.html) | | 54 | element-24 | PASS | $0.0020/¥0.0138 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/deepseek-20260825/Task-54-element-24__group-0-7d8b44f7-2b52-4211-a922-746938a7509a-Pass.html) | | 55 | element-25 | PASS | $0.0009/¥0.0059 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/deepseek-20260825/Task-55-element-25__group-0-7d8b44f7-2b52-4211-a922-746938a7509a-Pass.html) | | 56 | element-26 | PASS | $0.0006/¥0.0039 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/deepseek-20260825/Task-56-element-26__group-0-7d8b44f7-2b52-4211-a922-746938a7509a-Pass.html) | | 57 | element-27 | PASS | $0.0010/¥0.0065 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/deepseek-20260825/Task-57-element-27__group-0-7d8b44f7-2b52-4211-a922-746938a7509a-Pass.html) | | 58 | element-28 | PASS | $0.0016/¥0.0107 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/deepseek-20260825/Task-58-element-28__group-0-7d8b44f7-2b52-4211-a922-746938a7509a-Pass.html) | | 59 | element-29 | PASS | $0.0016/¥0.0107 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/deepseek-20260825/Task-59-element-29__group-0-7d8b44f7-2b52-4211-a922-746938a7509a-Pass.html) | | 60 | element-30 | PASS | $0.0016/¥0.0107 | [report](https://lf3-static.bytednsdoc.com/obj/eden-cn/luljzkpt/ljhwZthlaukjlkulzlp/benchmark/AppControlBench/deepseek-20260825/Task-60-element-30__group-0-7d8b44f7-2b52-4211-a922-746938a7509a-Pass.html) |