# Claude Haiku 4.5 vs Qwen3.7 Max

> Side-by-side benchmark comparison for Claude Haiku 4.5 and Qwen3.7 Max across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/claude-haiku-4-5-vs-qwen3-7-max
- Last updated: October 2, 2026

- Shared sourced benchmarks: 6
- HTML indexing: indexable
- Ranking lane: BenchAlign v5.8

## Quick Verdict

Qwen3.7 Max leads by point estimate. Conditional score ranges do not establish rank confidence. Choose using the category evidence and your own workload tests.

## Summary

- Qwen3.7 Max has the higher overall point estimate 63.46 to 42.41. Conditional score ranges do not establish rank confidence.
- The clearest category separation is in mathematics, where the averages are 28.8 for Claude Haiku 4.5 and 81.9 for Qwen3.7 Max.
- The biggest single benchmark swing is LiveCodeBench (Vals) in Coding, with scores of 41.2% and 87.1%.
- Qwen3.7 Max 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 | Claude Haiku 4.5 | Qwen3.7 Max |
|----------|----------|----------|
| Creator | Anthropic | Alibaba |
| Type | Proprietary | Proprietary |
| Reasoning | Non-Reasoning | Reasoning |
| Context | 200K | 1M |
| Overall Score | 42.41 | 63.46 |
| Benchmarks Covered | 10 | 41 |
| Pricing (input/output) | $1.00 / $5.00 | Pricing unavailable / Pricing unavailable |

## Category Breakdown

### Agentic

- Winner: Qwen3.7 Max
- Claude Haiku 4.5 public-lane score: 21.8 (Supported · #97/119)
- Qwen3.7 Max public-lane score: 39.3 (Supported · #60/119)

| Benchmark | Claude Haiku 4.5 | Qwen3.7 Max | Winner |
|-----------|-----------|-----------|--------|
| JobBench | 16.0% | Coming soon | Coming soon |
| Terminal-Bench 2.1 (Vals) | 43.8% | 61.0% | Qwen3.7 Max |
| Terminal-Bench 2.0 | Coming soon | 69.7% | Coming soon |
| QwenClawBench | Coming soon | 64.3% | Coming soon |
| Claw-Eval | Coming soon | 65.2% | Coming soon |
| BFCL v4 | Coming soon | 75.0% | Coming soon |
| MCP Atlas | Coming soon | 76.4% | Coming soon |
| VITA-Bench | Coming soon | 47.9% | Coming soon |
| HLE w/ tools | Coming soon | 53.5% | Coming soon |
| Gert Labs | Coming soon | 64.27% | Coming soon |
| ResearchClawBench | Coming soon | 18.7% | Coming soon |

### Coding

- Winner: Qwen3.7 Max
- Claude Haiku 4.5 public-lane score: 19.5 (Supported · #120/144)
- Qwen3.7 Max public-lane score: 45.4 (Supported · #54/144)

| Benchmark | Claude Haiku 4.5 | Qwen3.7 Max | Winner |
|-----------|-----------|-----------|--------|
| SWE-bench Verified | 73.3% | 80.4% | Qwen3.7 Max |
| VulcanBench v3 | 76.2% | Coming soon | Coming soon |
| LiveCodeBench (Vals) | 41.2% | 87.1% | Qwen3.7 Max |
| SWE-bench (Vals) | 66.6% | 68.8% | Qwen3.7 Max |
| SWE-bench Pro | Coming soon | 60.6% | Coming soon |
| SWE Multilingual | Coming soon | 78.3% | Coming soon |
| NL2Repo | Coming soon | 47.2% | Coming soon |
| SciCode | Coming soon | 53.5% | Coming soon |
| LiveCodeBench | Coming soon | 91.6% | Coming soon |
| Terminal-Bench 2.0 | Coming soon | 69.7% | Coming soon |
| OpenHarmony Bench | Coming soon | 53.4% | Coming soon |

### Reasoning

- Winner: Not comparable
- Claude Haiku 4.5 public-lane score: Coming soon
- Qwen3.7 Max public-lane score: 76.3 (Unranked · 3 rankable rows)

| Benchmark | Claude Haiku 4.5 | Qwen3.7 Max | Winner |
|-----------|-----------|-----------|--------|
| MRCRv2 | Coming soon | 90.4% | Coming soon |
| CritPt | Coming soon | 13.4% | Coming soon |

### Knowledge

- Winner: Directional only
- Claude Haiku 4.5 public-lane score: 35.2 (Estimated · #116/171)
- Qwen3.7 Max public-lane score: 59.8 (Supported · #41/171)

| Benchmark | Claude Haiku 4.5 | Qwen3.7 Max | Winner |
|-----------|-----------|-----------|--------|
| GPQA Diamond (Vals) | 72.2% | 90.2% | Qwen3.7 Max |
| MMLU-Pro (Vals) | 78.7% | 89.3% | Qwen3.7 Max |
| GPQA | Coming soon | 92.4% | Coming soon |
| GPQA-D | Coming soon | 92.4% | Coming soon |
| HLE | Coming soon | 41.4% | Coming soon |
| MMLU-Pro | Coming soon | 89.6% | Coming soon |
| MMLU-Redux | Coming soon | 95% | Coming soon |
| SuperGPQA | Coming soon | 73.6% | Coming soon |
| MMMLU | Coming soon | 90.3% | Coming soon |

### Multilingual

- Winner: Not comparable
- Claude Haiku 4.5 public-lane score: Coming soon
- Qwen3.7 Max public-lane score: 100 (#1/16)

| Benchmark | Claude Haiku 4.5 | Qwen3.7 Max | Winner |
|-----------|-----------|-----------|--------|
| MMLU-ProX | Coming soon | 87% | Coming soon |
| NOVA-63 | Coming soon | 59.0% | Coming soon |
| INCLUDE | Coming soon | 86.2% | Coming soon |
| MAXIFE | Coming soon | 89.2% | Coming soon |
| PolyMath | Coming soon | 86.5% | Coming soon |

### Instruction Following

- Winner: Not comparable
- Claude Haiku 4.5 public-lane score: Coming soon
- Qwen3.7 Max public-lane score: 89.2 (#17/125)

| Benchmark | Claude Haiku 4.5 | Qwen3.7 Max | Winner |
|-----------|-----------|-----------|--------|
| IFEval | Coming soon | 94.3% | Coming soon |
| IFBench | Coming soon | 79.1% | Coming soon |

### Mathematics

- Winner: Not comparable
- Claude Haiku 4.5 public-lane score: 28.8 (Unranked · 2 rankable rows)
- Qwen3.7 Max public-lane score: 81.9 (Unranked · 3 rankable rows)

| Benchmark | Claude Haiku 4.5 | Qwen3.7 Max | Winner |
|-----------|-----------|-----------|--------|
| FrontierMath v2 (Tiers 1-3) | 5.903% | Coming soon | Coming soon |
| FrontierMath v2 (Tier 4) | 2.083% | Coming soon | Coming soon |
| HMMT Feb 2026 | Coming soon | 97.1% | Coming soon |
| IMOAnswerBench | Coming soon | 90.0% | Coming soon |
| Apex | Coming soon | 44.5% | Coming soon |

## FAQ

### Which is better overall, Claude Haiku 4.5 or Qwen3.7 Max?

Qwen3.7 Max has the higher overall point estimate. Conditional score ranges do not establish rank confidence.

### Where is the biggest gap between Claude Haiku 4.5 and Qwen3.7 Max?

The widest category gap is in mathematics, where the averages are 28.8 for Claude Haiku 4.5 and 81.9 for Qwen3.7 Max.

### How many benchmarks does Claude Haiku 4.5 cover on BenchLM?

Claude Haiku 4.5 currently has 10 sourced benchmark scores on BenchLM.

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

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

## Related Comparisons

- [Claude Haiku 4.5 vs Claude Haiku 4.5 Thinking](/compare/claude-haiku-4-5-vs-claude-haiku-4-5-thinking)
- [Qwen3.7 Max vs Claude Haiku 4.5 Thinking](/compare/claude-haiku-4-5-thinking-vs-qwen3-7-max)
- [Claude Haiku 4.5 vs GPT-6 Astra](/compare/claude-haiku-4-5-vs-gpt-6-astra)
- [Qwen3.7 Max vs GPT-6 Astra](/compare/gpt-6-astra-vs-qwen3-7-max)

## Explore More

- [Claude Haiku 4.5 profile](/models/claude-haiku-4-5)
- [Qwen3.7 Max profile](/models/qwen3-7-max)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)