# Ornith-1.5-35B-A3B vs Qwen3 32B (Reasoning)

> Side-by-side benchmark comparison for Ornith-1.5-35B-A3B and Qwen3 32B (Reasoning) across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/ornith-1-5-35b-a3b-vs-qwen3-32b-reasoning
- Last updated: October 14, 2026

- Shared sourced benchmarks: 1
- HTML indexing: indexable
- Ranking lane: BenchAlign v5.8

## Quick Verdict

Evidence is too thin for a benchmark verdict: Ornith-1.5-35B-A3B and Qwen3 32B (Reasoning) share only 1 sourced benchmark row.

## Summary

- Only 1 shared sourced benchmark row is available. That is not enough for a broad capability verdict, so this mirror does not name an overall winner.
- Ornith-1.5-35B-A3B has the larger published context window at 262K.

## Model Snapshot

| Property | Ornith-1.5-35B-A3B | Qwen3 32B (Reasoning) |
|----------|----------|----------|
| Creator | Ornith AI | Alibaba |
| Type | Open Weight | Open Weight |
| Reasoning | Reasoning | Reasoning |
| Context | 262K | 128K |
| Independent public score (not head-to-head) | 36.09 | null |
| Benchmarks Covered | 18 | 11 |
| Pricing (input/output) | $0.00 / $0.00 | N/A |

## Category Breakdown

### Agentic

- Winner: Insufficient shared evidence
- Ornith-1.5-35B-A3B public-lane score: 29.3 (Estimated · #91/124)
- Qwen3 32B (Reasoning) public-lane score: Coming soon

| Benchmark | Ornith-1.5-35B-A3B | Qwen3 32B (Reasoning) | Winner |
|-----------|-----------|-----------|--------|
| Terminal-Bench 2.1 | 67.8% | Coming soon | Coming soon |
| HLE w/ tools | 33.4% | Coming soon | Coming soon |
| MCP Atlas | 70.2% | Coming soon | Coming soon |
| Toolathlon-Verified | 48.7% | Coming soon | Coming soon |
| WideResearch | 67.8% | Coming soon | Coming soon |
| BrowseComp | 67.6% | Coming soon | Coming soon |
| Claw-Eval | 72.5% | Coming soon | Coming soon |
| BFCL v3 | Coming soon | 70.3% | Coming soon |

### Coding

- Winner: Insufficient shared evidence
- Ornith-1.5-35B-A3B public-lane score: 25.7 (Estimated · #105/148)
- Qwen3 32B (Reasoning) public-lane score: Coming soon

| Benchmark | Ornith-1.5-35B-A3B | Qwen3 32B (Reasoning) | Winner |
|-----------|-----------|-----------|--------|
| Terminal-Bench 2.1 | 67.8% | Coming soon | Coming soon |
| SWE-bench Verified | 79% | Coming soon | Coming soon |
| SWE-bench Pro | 59.6% | Coming soon | Coming soon |
| SWE Multilingual | 71.4% | Coming soon | Coming soon |
| DeepSWE | 22.0% | Coming soon | Coming soon |
| frontierBench | 5.1% | Coming soon | Coming soon |
| NL2Repo | 46.2% | Coming soon | Coming soon |
| LiveCodeBench v5 | Coming soon | 65.7% | Coming soon |

### Knowledge

- Winner: Insufficient shared evidence
- Ornith-1.5-35B-A3B public-lane score: 39.6 (Estimated · #118/181)
- Qwen3 32B (Reasoning) public-lane score: Coming soon

| Benchmark | Ornith-1.5-35B-A3B | Qwen3 32B (Reasoning) | Winner |
|-----------|-----------|-----------|--------|
| GPQA | 89.2% | 68.4% | Ornith-1.5-35B-A3B |
| GPQA-D | 89.2% | Coming soon | Coming soon |
| HLE | 25.6% | Coming soon | Coming soon |
| HLE w/o tools | 25.6% | Coming soon | Coming soon |
| MMLU-Redux | Coming soon | 90.9% | Coming soon |
| C-Eval | Coming soon | 87.3% | Coming soon |
| MMMLU | Coming soon | 80.6% | Coming soon |

### Multilingual

- Winner: Insufficient shared evidence
- Ornith-1.5-35B-A3B public-lane score: Coming soon
- Qwen3 32B (Reasoning) public-lane score: Coming soon

| Benchmark | Ornith-1.5-35B-A3B | Qwen3 32B (Reasoning) | Winner |
|-----------|-----------|-----------|--------|
| INCLUDE | Coming soon | 73.7% | Coming soon |

### Instruction Following

- Winner: Insufficient shared evidence
- Ornith-1.5-35B-A3B public-lane score: Coming soon
- Qwen3 32B (Reasoning) public-lane score: Coming soon

| Benchmark | Ornith-1.5-35B-A3B | Qwen3 32B (Reasoning) | Winner |
|-----------|-----------|-----------|--------|
| IFEval | Coming soon | 85% | Coming soon |

### Mathematics

- Winner: Insufficient shared evidence
- Ornith-1.5-35B-A3B public-lane score: Coming soon
- Qwen3 32B (Reasoning) public-lane score: Coming soon

| Benchmark | Ornith-1.5-35B-A3B | Qwen3 32B (Reasoning) | Winner |
|-----------|-----------|-----------|--------|
| MATH-500 | Coming soon | 97.2% | Coming soon |
| AIME 2024 | Coming soon | 81.4% | Coming soon |
| AIME 2025 | Coming soon | 72.9% | Coming soon |

## FAQ

### Is there enough evidence to pick between Ornith-1.5-35B-A3B and Qwen3 32B (Reasoning)?

Not yet. The models share only 1 sourced benchmark row, so this mirror reports the available measurements and metadata without naming a broad winner.

### What can I compare safely on this page?

Published pricing, context windows, model type, and individual shared benchmark rows are directly comparable. Independent overall scores and non-overlapping benchmark coverage are labeled separately and should not be read as a controlled head-to-head result.

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## Explore More

- [Ornith-1.5-35B-A3B profile](/models/ornith-1-5-35b-a3b)
- [Qwen3 32B (Reasoning) profile](/models/qwen3-32b-reasoning)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)