# Qwen3.7 Max vs Ternary Bonsai 2 27B

> Side-by-side benchmark comparison for Qwen3.7 Max and Ternary Bonsai 2 27B across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/qwen3-7-max-vs-ternary-bonsai-2-27b
- Last updated: September 18, 2026

- Shared sourced benchmarks: 6
- HTML indexing: indexable
- Ranking lane: BenchAlign v5

## Quick Verdict

Pick Qwen3.7 Max if you want the stronger benchmark profile. Ternary Bonsai 2 27B only makes more sense when its price, context window, or workload-specific category wins matter more than the overall score.

## Summary

- Qwen3.7 Max leads overall 66.87 to 50.78.
- The clearest category separation is in instruction following, where the averages are 89.2 for Qwen3.7 Max and 71 for Ternary Bonsai 2 27B.
- The biggest single benchmark swing is SWE-bench Verified in Coding, with scores of 80.4% and 60.8%.
- Ternary Bonsai 2 27B is the cheaper option on output tokens, which matters if you expect large responses or heavy interactive use.
- Qwen3.7 Max also has the larger context window at 1M.

## Model Snapshot

| Property | Qwen3.7 Max | Ternary Bonsai 2 27B |
|----------|----------|----------|
| Creator | Alibaba | Prism ML |
| Type | Proprietary | Open Weight |
| Reasoning | Reasoning | Reasoning |
| Context | 1M | 262K |
| Overall Score | 66.87 | 50.78 |
| Benchmarks Covered | 41 | 21 |
| Pricing (input/output) | Pricing unavailable / Pricing unavailable | $0.00 / $0.00 |

## Category Breakdown

### Agentic

- Winner: Coming soon
- Qwen3.7 Max public-lane score: 40.9 (Supported · #117/154)
- Ternary Bonsai 2 27B public-lane score: 49.9 (Estimated · #59/154)

| Benchmark | Qwen3.7 Max | Ternary Bonsai 2 27B | Winner |
|-----------|-----------|-----------|--------|
| Terminal-Bench 2.0 | 69.7% | Coming soon | Coming soon |
| QwenClawBench | 64.3% | Coming soon | Coming soon |
| Claw-Eval | 65.2% | Coming soon | Coming soon |
| BFCL v4 | 75.0% | Coming soon | Coming soon |
| MCP Atlas | 76.4% | Coming soon | Coming soon |
| VITA-Bench | 47.9% | Coming soon | Coming soon |
| HLE w/ tools | 53.5% | Coming soon | Coming soon |
| Gert Labs | 64.27% | Coming soon | Coming soon |
| ResearchClawBench | 18.7% | Coming soon | Coming soon |
| Terminal-Bench 2.1 (Vals) | 61.0% | Coming soon | Coming soon |
| τ²-bench results | Coming soon | 80.2% | Coming soon |
| BFCL v3 | Coming soon | 74.9% | Coming soon |
| Terminal-Bench 2.1 | Coming soon | 52.8% | Coming soon |

### Coding

- Winner: Coming soon
- Qwen3.7 Max public-lane score: 49.2 (Supported · #68/154)
- Ternary Bonsai 2 27B public-lane score: 49.9 (Estimated · #64/154)

| Benchmark | Qwen3.7 Max | Ternary Bonsai 2 27B | Winner |
|-----------|-----------|-----------|--------|
| SWE-bench Verified | 80.4% | 60.8% | Qwen3.7 Max |
| SWE-bench Pro | 60.6% | Coming soon | Coming soon |
| SWE Multilingual | 78.3% | Coming soon | Coming soon |
| NL2Repo | 47.2% | Coming soon | Coming soon |
| SciCode | 53.5% | Coming soon | Coming soon |
| LiveCodeBench | 91.6% | Coming soon | Coming soon |
| Terminal-Bench 2.0 | 69.7% | Coming soon | Coming soon |
| OpenHarmony Bench | 53.4% | Coming soon | Coming soon |
| LiveCodeBench (Vals) | 87.1% | Coming soon | Coming soon |
| SWE-bench (Vals) | 68.8% | Coming soon | Coming soon |
| LiveCodeBench v6 | Coming soon | 90.1% | Coming soon |
| BigCodeBench | Coming soon | 58.1% | Coming soon |
| Terminal-Bench 2.1 | Coming soon | 52.8% | Coming soon |

### Multimodal & Grounded

- Winner: Coming soon
- Qwen3.7 Max public-lane score: Coming soon
- Ternary Bonsai 2 27B public-lane score: Coming soon

| Benchmark | Qwen3.7 Max | Ternary Bonsai 2 27B | Winner |
|-----------|-----------|-----------|--------|
| CharXiv (overall) | Coming soon | 80.0% | Coming soon |
| A-OKVQA | Coming soon | 86.8% | Coming soon |
| OmniDocBench 1.6 | Coming soon | 89.1% | Coming soon |
| RealWorldQA | Coming soon | 80.1% | Coming soon |
| OCRBench V2 | Coming soon | 56.9% | Coming soon |

### Reasoning

- Winner: Coming soon
- Qwen3.7 Max public-lane score: 75.1 (Unranked · 3 rankable rows)
- Ternary Bonsai 2 27B public-lane score: 73.9 (Unranked · 1 rankable row)

| Benchmark | Qwen3.7 Max | Ternary Bonsai 2 27B | Winner |
|-----------|-----------|-----------|--------|
| MRCRv2 | 90.4% | Coming soon | Coming soon |
| CritPt | 13.4% | Coming soon | Coming soon |

### Knowledge

- Winner: Coming soon
- Qwen3.7 Max public-lane score: 61.6 (Supported · #28/184)
- Ternary Bonsai 2 27B public-lane score: 50.6 (Estimated · #78/184)

| Benchmark | Qwen3.7 Max | Ternary Bonsai 2 27B | Winner |
|-----------|-----------|-----------|--------|
| GPQA | 92.4% | 85.8% | Qwen3.7 Max |
| GPQA-D | 92.4% | 85.8% | Qwen3.7 Max |
| HLE | 41.4% | Coming soon | Coming soon |
| MMLU-Pro | 89.6% | Coming soon | Coming soon |
| MMLU-Redux | 95% | 89.1% | Qwen3.7 Max |
| SuperGPQA | 73.6% | Coming soon | Coming soon |
| MMMLU | 90.3% | Coming soon | Coming soon |
| GPQA Diamond (Vals) | 90.2% | Coming soon | Coming soon |
| MMLU-Pro (Vals) | 89.3% | Coming soon | Coming soon |

### Instruction Following

- Winner: Qwen3.7 Max
- Qwen3.7 Max public-lane score: 89.2 (#17/124)
- Ternary Bonsai 2 27B public-lane score: 71 (#64/124)

| Benchmark | Qwen3.7 Max | Ternary Bonsai 2 27B | Winner |
|-----------|-----------|-----------|--------|
| IFEval | 94.3% | 91.3% | Qwen3.7 Max |
| IFBench | 79.1% | 74% | Qwen3.7 Max |

### Multilingual

- Winner: Coming soon
- Qwen3.7 Max public-lane score: 100 (#1/12)
- Ternary Bonsai 2 27B public-lane score: Coming soon

| Benchmark | Qwen3.7 Max | Ternary Bonsai 2 27B | Winner |
|-----------|-----------|-----------|--------|
| MMLU-ProX | 87% | Coming soon | Coming soon |
| NOVA-63 | 59.0% | Coming soon | Coming soon |
| INCLUDE | 86.2% | Coming soon | Coming soon |
| MAXIFE | 89.2% | Coming soon | Coming soon |
| PolyMath | 86.5% | Coming soon | Coming soon |

### Mathematics

- Winner: Coming soon
- Qwen3.7 Max public-lane score: 81.9 (Unranked · 3 rankable rows)
- Ternary Bonsai 2 27B public-lane score: 76.8 (Unranked · 4 rankable rows)

| Benchmark | Qwen3.7 Max | Ternary Bonsai 2 27B | Winner |
|-----------|-----------|-----------|--------|
| HMMT Feb 2026 | 97.1% | Coming soon | Coming soon |
| IMOAnswerBench | 90.0% | Coming soon | Coming soon |
| Apex | 44.5% | Coming soon | Coming soon |
| GSM8K | Coming soon | 96.7% | Coming soon |
| MATH-500 | Coming soon | 98.8% | Coming soon |
| AIME 2025 | Coming soon | 95% | Coming soon |
| AIME26 | Coming soon | 95.8% | Coming soon |

## FAQ

### Which is better overall, Qwen3.7 Max or Ternary Bonsai 2 27B?

Qwen3.7 Max is ahead overall on BenchLM right now.

### Where is the biggest gap between Qwen3.7 Max and Ternary Bonsai 2 27B?

The widest category gap is in instruction following, where the averages are 89.2 for Qwen3.7 Max and 71 for Ternary Bonsai 2 27B.

### How many benchmarks does Qwen3.7 Max cover on BenchLM?

Qwen3.7 Max currently has 41 sourced benchmark scores on BenchLM.

### How many benchmarks does Ternary Bonsai 2 27B cover on BenchLM?

Ternary Bonsai 2 27B currently has 21 sourced benchmark scores on BenchLM.

## Related Comparisons

- [Qwen3.7 Max vs Claude Fable 5.1](/compare/claude-fable-5-1-vs-qwen3-7-max)
- [Ternary Bonsai 2 27B vs Claude Fable 5.1](/compare/claude-fable-5-1-vs-ternary-bonsai-2-27b)
- [Qwen3.7 Max vs GPT-6 Astra](/compare/gpt-6-astra-vs-qwen3-7-max)
- [Ternary Bonsai 2 27B vs GPT-6 Astra](/compare/gpt-6-astra-vs-ternary-bonsai-2-27b)

## Explore More

- [Qwen3.7 Max profile](/models/qwen3-7-max)
- [Ternary Bonsai 2 27B profile](/models/ternary-bonsai-2-27b)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)