| Exact model variant as listed on BenchLM (Terminal-Bench Hard mapped to long-horizon terminal family). source label without registered configuration ID | GPT-5.6 Sol | 65.9% | 2026-07BenchLM aggregated public evaluation | Source carrier · no additional scoring weight source-checked | BenchLM public benchmark leaderboards ↗Observed 2026-07-15 · checked 2026-07-15 |
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| Exact model variant as listed on BenchLM (Terminal-Bench Hard mapped to long-horizon terminal family). source label without registered configuration ID | Claude Fable 5 | 62.9% | 2026-07BenchLM aggregated public evaluation | Source carrier · no additional scoring weight source-checked | BenchLM public benchmark leaderboards ↗Observed 2026-07-15 · checked 2026-07-15 |
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| Exact model variant as listed on BenchLM (Terminal-Bench Hard mapped to long-horizon terminal family). source label without registered configuration ID | GPT-5.5 | 60.6% | 2026-07BenchLM aggregated public evaluation | Source carrier · no additional scoring weight source-checked | BenchLM public benchmark leaderboards ↗Observed 2026-07-15 · checked 2026-07-15 |
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| Exact model variant as listed on BenchLM (Terminal-Bench Hard mapped to long-horizon terminal family). source label without registered configuration ID | Claude Opus 4.8 | 58.3% | 2026-07BenchLM aggregated public evaluation | Source carrier · no additional scoring weight source-checked | BenchLM public benchmark leaderboards ↗Observed 2026-07-15 · checked 2026-07-15 |
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| Exact model variant as listed on BenchLM (Terminal-Bench Hard mapped to long-horizon terminal family). source label without registered configuration ID | GPT-5.4 | 57.6% | 2026-07BenchLM aggregated public evaluation | Source carrier · no additional scoring weight source-checked | BenchLM public benchmark leaderboards ↗Observed 2026-07-15 · checked 2026-07-15 |
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| Exact model variant as listed on BenchLM (Terminal-Bench Hard mapped to long-horizon terminal family). source label without registered configuration ID | GPT-5.6 Terra | 57.6% | 2026-07BenchLM aggregated public evaluation | Source carrier · no additional scoring weight source-checked | BenchLM public benchmark leaderboards ↗Observed 2026-07-15 · checked 2026-07-15 |
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| Exact model variant as listed on the BenchLM public benchmark leaderboard page. source label without registered configuration ID | Claude Opus 4.7 | 54.5% | 2026-07BenchLM aggregated public evaluation | Source carrier · no additional scoring weight source-checked | BenchLM public benchmark leaderboards ↗Observed 2026-07-15 · checked 2026-07-15 |
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| Exact model variant as listed on BenchLM (Terminal-Bench Hard mapped to long-horizon terminal family). source label without registered configuration ID | Gemini 3.1 Pro Preview | 53.8% | 2026-07BenchLM aggregated public evaluation | Source carrier · no additional scoring weight source-checked | BenchLM public benchmark leaderboards ↗Observed 2026-07-15 · checked 2026-07-15 |
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| Exact model variant as listed on BenchLM (Terminal-Bench Hard mapped to long-horizon terminal family). source label without registered configuration ID | GPT-5.3-Codex | 53% | 2026-07BenchLM aggregated public evaluation | Source carrier · no additional scoring weight source-checked | BenchLM public benchmark leaderboards ↗Observed 2026-07-15 · checked 2026-07-15 |
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| Exact model variant as listed on BenchLM (Terminal-Bench Hard mapped to long-horizon terminal family). source label without registered configuration ID | Qwen3.7-Max | 50.8% | 2026-07BenchLM aggregated public evaluation | Source carrier · no additional scoring weight source-checked | BenchLM public benchmark leaderboards ↗Observed 2026-07-15 · checked 2026-07-15 |
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| Exact model variant as listed on the BenchLM public benchmark leaderboard page. source label without registered configuration ID | GLM-5.2 | 50.8% | 2026-07BenchLM aggregated public evaluation | Source carrier · no additional scoring weight source-checked | BenchLM public benchmark leaderboards ↗Observed 2026-07-15 · checked 2026-07-15 |
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| Exact model variant as listed on the BenchLM public benchmark leaderboard page. source label without registered configuration ID | Claude Opus 4.6 | 48.5% | 2026-07BenchLM aggregated public evaluation | Source carrier · no additional scoring weight source-checked | BenchLM public benchmark leaderboards ↗Observed 2026-07-15 · checked 2026-07-15 |
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| Exact model variant as listed on BenchLM (Terminal-Bench Hard mapped to long-horizon terminal family). source label without registered configuration ID | Qwen3.7-Plus | 47% | 2026-07BenchLM aggregated public evaluation | Source carrier · no additional scoring weight source-checked | BenchLM public benchmark leaderboards ↗Observed 2026-07-15 · checked 2026-07-15 |
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| Exact model variant as listed on the BenchLM public benchmark leaderboard page. source label without registered configuration ID | Claude Sonnet 4.6 | 46.2% | 2026-07BenchLM aggregated public evaluation | Source carrier · no additional scoring weight source-checked | BenchLM public benchmark leaderboards ↗Observed 2026-07-15 · checked 2026-07-15 |
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| Exact model variant as listed on the BenchLM public benchmark leaderboard page. source label without registered configuration ID | GPT-5.1 | 45.5% | 2026-07BenchLM aggregated public evaluation | Source carrier · no additional scoring weight source-checked | BenchLM public benchmark leaderboards ↗Observed 2026-07-15 · checked 2026-07-15 |
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| Exact model variant as listed on the BenchLM public benchmark leaderboard page. source label without registered configuration ID | Muse Spark | 45.5% | 2026-07BenchLM aggregated public evaluation | Source carrier · no additional scoring weight source-checked | BenchLM public benchmark leaderboards ↗Observed 2026-07-15 · checked 2026-07-15 |
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| Exact model variant as listed on the BenchLM public benchmark leaderboard page. source label without registered configuration ID | Qwen3.6 Plus | 43.9% | 2026-07BenchLM aggregated public evaluation | Source carrier · no additional scoring weight source-checked | BenchLM public benchmark leaderboards ↗Observed 2026-07-15 · checked 2026-07-15 |
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| Exact model variant as listed on the BenchLM public benchmark leaderboard page. source label without registered configuration ID | GLM-5.1 | 43.2% | 2026-07BenchLM aggregated public evaluation | Source carrier · no additional scoring weight source-checked | BenchLM public benchmark leaderboards ↗Observed 2026-07-15 · checked 2026-07-15 |
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| Exact model variant as listed on the BenchLM public benchmark leaderboard page. source label without registered configuration ID | GLM-5 | 43.2% | 2026-07BenchLM aggregated public evaluation | Source carrier · no additional scoring weight source-checked | BenchLM public benchmark leaderboards ↗Observed 2026-07-15 · checked 2026-07-15 |
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| Exact model variant as listed on the BenchLM public benchmark leaderboard page. source label without registered configuration ID | MiMo-V2.5-Pro | 43.2% | 2026-07BenchLM aggregated public evaluation | Source carrier · no additional scoring weight source-checked | BenchLM public benchmark leaderboards ↗Observed 2026-07-15 · checked 2026-07-15 |
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| Exact model variant as listed on BenchLM (Terminal-Bench Hard mapped to long-horizon terminal family). source label without registered configuration ID | MiniMax M3 | 42.4% | 2026-07BenchLM aggregated public evaluation | Source carrier · no additional scoring weight source-checked | BenchLM public benchmark leaderboards ↗Observed 2026-07-15 · checked 2026-07-15 |
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| Exact model variant as listed on the BenchLM public benchmark leaderboard page. source label without registered configuration ID | GPT-5.4 nano | 42.4% | 2026-07BenchLM aggregated public evaluation | Source carrier · no additional scoring weight source-checked | BenchLM public benchmark leaderboards ↗Observed 2026-07-15 · checked 2026-07-15 |
|---|
| Exact model variant as listed on BenchLM (Terminal-Bench Hard mapped to long-horizon terminal family). source label without registered configuration ID | Gemini 3.5 Flash | 40.9% | 2026-07BenchLM aggregated public evaluation | Source carrier · no additional scoring weight source-checked | BenchLM public benchmark leaderboards ↗Observed 2026-07-15 · checked 2026-07-15 |
|---|
| Exact model variant as listed on the BenchLM public benchmark leaderboard page. source label without registered configuration ID | Claude Opus 4.5 | 40.9% | 2026-07BenchLM aggregated public evaluation | Source carrier · no additional scoring weight source-checked | BenchLM public benchmark leaderboards ↗Observed 2026-07-15 · checked 2026-07-15 |
|---|
| Exact model variant as listed on the BenchLM public benchmark leaderboard page. source label without registered configuration ID | MiMo-V2-Pro | 40.9% | 2026-07BenchLM aggregated public evaluation | Source carrier · no additional scoring weight source-checked | BenchLM public benchmark leaderboards ↗Observed 2026-07-15 · checked 2026-07-15 |
|---|
| Exact model variant as listed on the BenchLM public benchmark leaderboard page. source label without registered configuration ID | MiniMax M2.7 | 39.4% | 2026-07BenchLM aggregated public evaluation | Source carrier · no additional scoring weight source-checked | BenchLM public benchmark leaderboards ↗Observed 2026-07-15 · checked 2026-07-15 |
|---|
| Exact model variant as listed on BenchLM (Terminal-Bench Hard mapped to long-horizon terminal family). source label without registered configuration ID | Grok 4.3 | 37.9% | 2026-07BenchLM aggregated public evaluation | Source carrier · no additional scoring weight source-checked | BenchLM public benchmark leaderboards ↗Observed 2026-07-15 · checked 2026-07-15 |
|---|
| Exact model variant as listed on the BenchLM public benchmark leaderboard page. source label without registered configuration ID | Gemma 4 31B | 36.4% | 2026-07BenchLM aggregated public evaluation | Source carrier · no additional scoring weight source-checked | BenchLM public benchmark leaderboards ↗Observed 2026-07-15 · checked 2026-07-15 |
|---|
| Exact model variant as listed on BenchLM (Terminal-Bench Hard mapped to long-horizon terminal family). source label without registered configuration ID | Kimi K2.5 | 34.8% | 2026-07BenchLM aggregated public evaluation | Source carrier · no additional scoring weight source-checked | BenchLM public benchmark leaderboards ↗Observed 2026-07-15 · checked 2026-07-15 |
|---|
| Exact model variant as listed on the BenchLM public benchmark leaderboard page. source label without registered configuration ID | MiMo-V2-Omni | 34.8% | 2026-07BenchLM aggregated public evaluation | Source carrier · no additional scoring weight source-checked | BenchLM public benchmark leaderboards ↗Observed 2026-07-15 · checked 2026-07-15 |
|---|
| Exact model variant as listed on the BenchLM public benchmark leaderboard page. source label without registered configuration ID | GLM-5-Turbo | 33.3% | 2026-07BenchLM aggregated public evaluation | Source carrier · no additional scoring weight source-checked | BenchLM public benchmark leaderboards ↗Observed 2026-07-15 · checked 2026-07-15 |
|---|
| Exact model variant as listed on the BenchLM public benchmark leaderboard page. source label without registered configuration ID | GLM-5V-Turbo | 32.6% | 2026-07BenchLM aggregated public evaluation | Source carrier · no additional scoring weight source-checked | BenchLM public benchmark leaderboards ↗Observed 2026-07-15 · checked 2026-07-15 |
|---|
| Exact model variant as listed on the BenchLM public benchmark leaderboard page. source label without registered configuration ID | Gemini 3 Flash | 31.8% | 2026-07BenchLM aggregated public evaluation | Source carrier · no additional scoring weight source-checked | BenchLM public benchmark leaderboards ↗Observed 2026-07-15 · checked 2026-07-15 |
|---|
| Exact model variant as listed on BenchLM (Terminal-Bench Hard mapped to long-horizon terminal family). source label without registered configuration ID | Gemini 3.1 Flash-Lite | 24.2% | 2026-07BenchLM aggregated public evaluation | Source carrier · no additional scoring weight source-checked | BenchLM public benchmark leaderboards ↗Observed 2026-07-15 · checked 2026-07-15 |
|---|
| Exact model variant as listed on BenchLM (Terminal-Bench Hard mapped to long-horizon terminal family). source label without registered configuration ID | Mistral Small 4 | 17.4% | 2026-07BenchLM aggregated public evaluation | Source carrier · no additional scoring weight source-checked | BenchLM public benchmark leaderboards ↗Observed 2026-07-15 · checked 2026-07-15 |
|---|
| Exact model variant as listed on BenchLM (Terminal-Bench Hard mapped to long-horizon terminal family). source label without registered configuration ID | Mistral Large 3 | 15.9% | 2026-07BenchLM aggregated public evaluation | Source carrier · no additional scoring weight source-checked | BenchLM public benchmark leaderboards ↗Observed 2026-07-15 · checked 2026-07-15 |
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