Map Qwen Max and MiMo MOPD to official Hub repositories
Browse filesAdd model mappings supported by Qwen's model card and Xiaomi's API transition notice. Keep API evaluation conditions explicit, preserve all eight frozen score rows, and record that GPT-6.1 Sol, Claude Opus 5 and Kimi K3.1 Pro currently lack matching official Hub repositories.
- LEADERBOARD.md +8 -2
- leaderboard-results-20261101.json +14 -4
LEADERBOARD.md
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@@ -24,15 +24,21 @@ Evaluations used model API endpoints with Claude Code or Codex. Native result no
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## Model repository mapping
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| Website model | Official Hub repository | Harness | Reported effort |
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| --- | --- | --- | --- |
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| DeepSeek V4.1 Flash | `deepseek-ai/DeepSeek-V4.1-Flash-1017` | Claude Code | High |
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| GLM-5.3 Flash | `zai-org/GLM-5.3-Flash` | Claude Code | High |
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| MiniMax-M3 | `MiniMaxAI/MiniMax-M3` | Claude Code | High |
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## Hub integration
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## Model repository mapping
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Native submissions target these official repositories:
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| Website model | Official Hub repository | Harness | Reported effort |
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| --- | --- | --- | --- |
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| DeepSeek V4.1 Flash | `deepseek-ai/DeepSeek-V4.1-Flash-1017` | Claude Code | High |
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| GLM-5.3 Flash | `zai-org/GLM-5.3-Flash` | Claude Code | High |
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| MiniMax-M3 | `MiniMaxAI/MiniMax-M3` | Claude Code | High |
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| Qwen3.8 Max API | `Qwen/Qwen3.8-2.4T-A95B` | Claude Code | Not reported |
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| MiMo-V2.6-Pro API (MOPD update) | `XiaomiMiMo/MiMo-V2.6-Pro-MOPD` | Claude Code | Not reported |
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The [Qwen model card](https://huggingface.co/Qwen/Qwen3.8-2.4T-A95B) identifies Qwen3.8-Max as the official API version based on Qwen3.8-2.4T-A95B, with additional API features. The submission is explicitly labeled as an API-version measurement; it does not claim identical behavior from locally served weights.
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[Xiaomi's update notice](https://mimo.xiaomi.com/blog/mimo-v2-6-tool-call-repetition) states that the MOPD update reached its API on 25 September 2026 without changing `mimo-v2.6-pro`. The recorded SLE MiMo attempts are dated 29–30 October 2026. This is the evidence used to map the measured API version to `MiMo-V2.6-Pro-MOPD`; the [MOPD model card](https://huggingface.co/XiaomiMiMo/MiMo-V2.6-Pro-MOPD) also lists API and OpenRouter availability.
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As checked on 3 November 2026, GPT-6.1 Sol, Claude Opus 5 and Kimi K3.1 Pro do not have an established matching official Hub model repository. They remain in the complete eight-model dataset-card table. Kimi K3 is a different model and is not substituted for K3.1 Pro.
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## Hub integration
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leaderboard-results-20261101.json
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"name": "Qwen3.8 Max",
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"harness": "Claude Code",
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"reasoning_effort": null,
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"hub_model":
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"metrics": {
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"composite-score": 44.93,
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"protocol-planning-mean-score": 52.0,
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"experiment-observation-pass-rate": 69.0,
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"scientific-computing-full-credit-rate": 8.7,
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"scientific-software-operation-full-credit-rate": 50.0
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}
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},
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{
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"id": "glm",
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"name": "MiMo-V2.6-Pro",
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"harness": "Claude Code",
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"reasoning_effort": null,
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"hub_model":
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"metrics": {
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"composite-score": 39.75,
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"protocol-planning-mean-score": 49.0,
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"experiment-observation-pass-rate": 23.0,
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"scientific-computing-full-credit-rate": 30.0,
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"scientific-software-operation-full-credit-rate": 57.0
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}
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}
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]
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}
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"name": "Qwen3.8 Max",
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"harness": "Claude Code",
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"reasoning_effort": null,
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"hub_model": "Qwen/Qwen3.8-2.4T-A95B",
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"metrics": {
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"composite-score": 44.93,
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"protocol-planning-mean-score": 52.0,
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"experiment-observation-pass-rate": 69.0,
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"scientific-computing-full-credit-rate": 8.7,
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"scientific-software-operation-full-credit-rate": 50.0
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},
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"mapping_sources": [
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"https://huggingface.co/Qwen/Qwen3.8-2.4T-A95B",
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"https://www.qwencloud.com/news/qwen-3-8-max"
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],
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"mapping_note": "Official model card identifies Qwen3.8-Max as the API version based on this model; API features differ from locally served weights."
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},
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{
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"id": "glm",
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"name": "MiMo-V2.6-Pro",
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"harness": "Claude Code",
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"reasoning_effort": null,
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"hub_model": "XiaomiMiMo/MiMo-V2.6-Pro-MOPD",
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"metrics": {
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"composite-score": 39.75,
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"protocol-planning-mean-score": 49.0,
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"experiment-observation-pass-rate": 23.0,
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"scientific-computing-full-credit-rate": 30.0,
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"scientific-software-operation-full-credit-rate": 57.0
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},
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"mapping_sources": [
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"https://mimo.xiaomi.com/blog/mimo-v2-6-tool-call-repetition",
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"https://huggingface.co/XiaomiMiMo/MiMo-V2.6-Pro-MOPD"
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],
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"mapping_note": "Mapped from the vendor API transition notice effective 2026-09-25 and recorded evaluation dates 2026-10-29/30; an API endpoint measurement, not a local-weight run."
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}
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]
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}
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