A task with its own rules.
An independently evaluated Terminal-Bench v2.1 result from Artificial Analysis.
- Organisation
- Artificial Analysis
- Version
- 2026
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Coding / Benchmark profile
An independently evaluated Terminal-Bench v2.1 result from Artificial Analysis.
Observed results
19 ranked models · higher is better · labels show rank and score
| Model | Rank | Model ID | Provider | Score | Unit |
|---|---|---|---|---|---|
| Claude Opus 5 | #1 | claude-opus-5 | Anthropic | 89.1 | percent |
| GPT-5.6 Sol | #2 | gpt-5-6-sol | OpenAI | 88 | percent |
| GPT-5.6 Terra | #3 | gpt-5-6-terra | OpenAI | 88 | percent |
| Kimi K3 | #4 | kimi-k3 | Moonshot AI | 85 | percent |
| Claude Fable 5 | #5 | claude-fable-5 | Anthropic | 84.6 | percent |
| Claude Opus 4.8 | #6 | claude-opus-4-8 | Anthropic | 84.6 | percent |
| GPT-5.5 | #7 | gpt-5-5 | OpenAI | 84.3 | percent |
| Grok 4.5 | #8 | grok-4-5 | xAI | 81.6 | percent |
| GPT-5.6 Luna | #9 | gpt-5-6-luna | OpenAI | 80.9 | percent |
| Claude Sonnet 5 | #10 | claude-sonnet-5 | Anthropic | 80.5 | percent |
| GLM-5.2 | #11 | glm-5-2 | Z.AI | 77.9 | percent |
| Muse Spark 1.1 | #12 | muse-spark-1-1 | Meta | 77.9 | percent |
| Gemini 3.6 Flash | #13 | gemini-3-6-flash | 77.5 | percent | |
| Qwen3.7-Max | #14 | qwen-3-7-max | Alibaba Cloud | 74.5 | percent |
| MiMo-V2.5-Pro | #15 | mimo-v2-5-pro | Xiaomi | 65.2 | percent |
| MiniMax M3 | #16 | minimax-m3 | MiniMax | 65.2 | percent |
| DeepSeek V4 Pro | #17 | deepseek-v4-pro | DeepSeek | 64 | percent |
| DeepSeek V4 Flash | #18 | deepseek-v4-flash | DeepSeek | 61.8 | percent |
| Inkling | #19 | inkling | Thinking Machines Lab | 55.1 | percent |
One best compatible score per canonical product · higher is better
| Rank | Model | Weights | Evidence | Score |
|---|---|---|---|---|
| 01 | Claude Opus 5Anthropic | Closed weights | Source carrier | 89.1% |
| 02 | GPT-5.6 SolOpenAI | Closed weights | Source carrier | 88% |
| 03 | GPT-5.6 TerraOpenAI | Closed weights | Source carrier | 88% |
| 04 | Kimi K3Moonshot AI | Open weights | Source carrier | 85% |
| 05 | Claude Fable 5Anthropic | Closed weights | Source carrier | 84.6% |
| 06 | Claude Opus 4.8Anthropic | Closed weights | Source carrier | 84.6% |
| 07 | GPT-5.5OpenAI | Closed weights | Source carrier | 84.3% |
| 08 | Grok 4.5xAI | Closed weights | Source carrier | 81.6% |
| 09 | GPT-5.6 LunaOpenAI | Closed weights | Source carrier | 80.9% |
| 10 | Claude Sonnet 5Anthropic | Closed weights | Source carrier | 80.5% |
Each distinct published measurement is retained. Same-snapshot canonical and configuration projections appear once.
| Published model / configuration | Score | Evidence & protocol | Source & dates |
|---|---|---|---|
Exact BenchLM registry variant Claude Opus 5; bulk export does not retain a complete upstream harness configuration.Claude Opus 5Exact identitySource label without a registered configuration ID Canonical product: claude-opus-5 | 89.1% | Source carriersource-checkedVersion & system2026 Source-native system | BenchLM public datasets — 2026-08-01Observed Checked |
Exact BenchLM registry variant GPT-5.6 Sol; bulk export does not retain a complete upstream harness configuration.GPT-5.6 SolExact identitySource label without a registered configuration ID Canonical product: gpt-5-6-sol | 88% | Source carriersource-checkedVersion & system2026 Source-native system | BenchLM public datasets — 2026-08-01Observed Checked |
Exact BenchLM registry variant GPT-5.6 Terra; bulk export does not retain a complete upstream harness configuration.GPT-5.6 TerraExact identitySource label without a registered configuration ID Canonical product: gpt-5-6-terra | 88% | Source carriersource-checkedVersion & system2026 Source-native system | BenchLM public datasets — 2026-08-01Observed Checked |
Exact BenchLM registry variant Kimi K3; bulk export does not retain a complete upstream harness configuration.Kimi K3Exact identitySource label without a registered configuration ID Canonical product: kimi-k3 | 85% | Source carriersource-checkedVersion & system2026 Source-native system | BenchLM public datasets — 2026-08-01Observed Checked |
Exact BenchLM registry variant Claude Fable 5; bulk export does not retain a complete upstream harness configuration.Claude Fable 5Exact identitySource label without a registered configuration ID Canonical product: claude-fable-5 | 84.6% | Source carriersource-checkedVersion & system2026 Source-native system | BenchLM public datasets — 2026-08-01Observed Checked |
Exact BenchLM registry variant Claude Opus 4.8; bulk export does not retain a complete upstream harness configuration.Claude Opus 4.8Exact identitySource label without a registered configuration ID Canonical product: claude-opus-4-8 | 84.6% | Source carriersource-checkedVersion & system2026 Source-native system | BenchLM public datasets — 2026-08-01Observed Checked |
Exact BenchLM registry variant Grok 4.5; bulk export does not retain a complete upstream harness configuration.Grok 4.5Exact identitySource label without a registered configuration ID Canonical product: grok-4-5 | 81.6% | Source carriersource-checkedVersion & system2026 Source-native system | BenchLM public datasets — 2026-08-01Observed Checked |
Exact BenchLM registry variant GPT-5.6 Luna; bulk export does not retain a complete upstream harness configuration.GPT-5.6 LunaExact identitySource label without a registered configuration ID Canonical product: gpt-5-6-luna | 80.9% | Source carriersource-checkedVersion & system2026 Source-native system | BenchLM public datasets — 2026-08-01Observed Checked |
Exact BenchLM registry variant Claude Sonnet 5; bulk export does not retain a complete upstream harness configuration.Claude Sonnet 5Exact identitySource label without a registered configuration ID Canonical product: claude-sonnet-5 | 80.5% | Source carriersource-checkedVersion & system2026 Source-native system | BenchLM public datasets — 2026-08-01Observed Checked |
Exact BenchLM registry variant GLM-5.2; bulk export does not retain a complete upstream harness configuration.GLM-5.2Exact identitySource label without a registered configuration ID Canonical product: glm-5-2 | 77.9% | Source carriersource-checkedVersion & system2026 Source-native system | BenchLM public datasets — 2026-08-01Observed Checked |
| Model | Result | Execution & attribution | Original source |
|---|---|---|---|
| Qwen3.8 Max (0902)terminalBench21 · exact AA profile b112af07-3bd5-4647-b09f-b23204361bb2 | 88.764percent | AA current published profile; effort label not exportedindependent evaluatorRetained as additional evidence. Existing Core point is unchanged pending an accepted complete own-evidence amendment; incompatible versions remain separate. | Artificial Analysis ↗Publication date not recorded · checked 2026-09-16 |
From result to context
An independently evaluated Terminal-Bench v2.1 result from Artificial Analysis.
The summary shows one best compatible source result per canonical product. Versions, effort settings and execution systems remain attached to the underlying records.
Scores from different versions or harnesses may not be interchangeable. The published source rows preserve those distinctions and their original units. A source result is not automatically an input to a current index.
This catalogue entry preserves available source evidence. Current indices admit only their specifically reviewed tracks and configurations.
Contamination risk: Unknown. Lifecycle: Active.