BlogLLM Benchmark Scores as Published, Side by Side
Qwen3.6-Plus: Benchmark Scores as Published
Every result the catalog holds for Qwen3.6-Plus: 14 tests in 5 areas, from 3 pages. Each was printed by the company named beside it. Each number is as printed; nothing is ranked or rescored.
Developer AlibabaReleased 2026-04-02Context window 1MMax output 65.5KInput Text, image, videoOutput TextWeights ClosedData version 2026103001, as of 2026-10-30
Knowledge Work
| Test | Value | Printed by | Setup as printed |
|---|---|---|---|
| Vending-Bench 2 (final balance in USD) | $5114.87 | Z.ai, GLM-5.1 model cardchecked 2026-10-15 | - |
Agentic Coding
| Test | Value | Printed by | Setup as printed |
|---|---|---|---|
| SWE-Bench Pro | 56.6% | Z.ai, GLM-5.1 model cardchecked 2026-10-15 | - |
| Terminal-Bench 2.0 | 61.6% | Z.ai, GLM-5.1 model cardchecked 2026-10-15 | Harness: Terminus-2 |
| NL2Repo-Bench | 37.9 | Z.ai, GLM-5.1 model cardchecked 2026-10-15 | - |
Science and Math
| Test | Value | Printed by | Setup as printed |
|---|---|---|---|
| GPQA Diamond | 90.4% | Z.ai, GLM-5.1 model cardchecked 2026-10-15 | - |
| IMO-AnswerBench | 83.8% | Z.ai, GLM-5.1 model cardchecked 2026-10-15 | - |
| AIME 2026 | 95.1% | Z.ai, GLM-5.1 model cardchecked 2026-10-15 | - |
| HMMT November 2025 | 94.6% | Z.ai, GLM-5.1 model cardchecked 2026-10-15 | - |
| HMMT February 2026 | 87.8% | Z.ai, GLM-5.1 model cardchecked 2026-10-15 | - |
General Knowledge and Reasoning
| Test | Value | Printed by | Setup as printed |
|---|---|---|---|
| Humanity's Last Exam (no tools) | 28.8% | Z.ai, GLM-5.1 model cardchecked 2026-10-15 | Tools: none |
| Humanity's Last Exam (with tools) | 50.6% | Z.ai, GLM-5.1 model cardchecked 2026-10-15 | Tools: tools |
Tool Use and Workflows
| Test | Value | Printed by | Setup as printed |
|---|---|---|---|
| Toolathlon | 39.8% | Z.ai, GLM-5.1 model cardchecked 2026-10-15 | - |
| MCP Atlas (public set) | 74.1% | Z.ai, GLM-5.1 model cardchecked 2026-10-15 | - |
| τ³-bench (domain not stated) | 70.7% | Z.ai, GLM-5.1 model cardchecked 2026-10-15 | - |
Price
API list prices in US dollars per one million tokens, as printed on the developer's pricing page on the day checked. Cost per task is measured by Vals AI.
| Price | Value | Printed by | Setup as printed |
|---|---|---|---|
| Input | $0.276 | Alibaba, Alibaba Model Studio pricingchecked 2026-10-15 | Context: up to 256,000 tokens; Long context: $1.101 per 1M tokens above 256,000 tokens |
| Output | $1.651 | Alibaba, Alibaba Model Studio pricingchecked 2026-10-15 | Context: up to 256,000 tokens; Long context: $6.602 per 1M tokens above 256,000 tokens |
| Cost per taskVals AI, USD, lower is better | $5.45 | Vals AI, Vibe Code Bench v1.1 leaderboardchecked 2026-10-27 | Harness: OpenHands |
More from Alibaba
- Qwen3.8-Max
- Qwen3.7-Plus
- Qwen3.6-27B
- Qwen3.6-35B-A3B
- Qwen3.5-122B-A10B
- Qwen3.5-27B
- Qwen3.5-35B-A3B
- Qwen3.5-397B-A17B
- Qwen3-VL-32B-Instruct
- Qwen3-VL-32B-Thinking
- Qwen3-VL-8B-Instruct
- Qwen3-VL-8B-Thinking
- Qwen3-VL-235B-A22B
- Qwen3-VL-235B-A22B-Thinking
- Qwen3-Next-80B-A3B
- Qwen3-30B-A3B-Instruct-2507
- Qwen3-30B-A3B-Thinking-2507
- Qwen3-Coder-Plus
- Qwen3-235B-A22B
- Qwen3-32B
- Qwen3-8B
- QwQ-32B-Preview
- Qwen-Max
- Qwen3-Max-Thinking
- Qwen3.7-Max
- Qwen3.8-2.4T-A95B
- Qwen3.8-27B
- Qwen3.8-Flash-Next
Every number here is read from the same catalog file as the benchmark table, data version 2026103001. Where one page printed the model under several setups, each value is listed. The catalog is public in armanobosyan/sugra-llm-benchmarks; a wrong number can be reported from the table, with Report an error under the value, or as an issue in that repository.