Model comparison
Holo3.1-35B-A3B-GGUF vs Qwen2.5 Coder 32B Instruct
Head-to-head evidence from 0 shared benchmark results across 0 categories. Overall scores shown here use the public BenchAlign v5 ranking lane.
Public leaderboard positions: Holo3.1-35B-A3B-GGUF unranked (Not scored); Qwen2.5 Coder 32B Instruct #186 (Supported). Intervals and evidence labels describe ranking uncertainty, not a guarantee for a specific workload.
Evidence parity. Holo3.1-35B-A3B-GGUF and Qwen2.5 Coder 32B Instruct share 0 comparable benchmark results. 0 of 8 categories are comparable. 0 results are unique to Holo3.1-35B-A3B-GGUF; 4 to Qwen2.5 Coder 32B Instruct.
Updated July 21, 2026- Shared results
- 0
- Holo3.1-35B-A3B-GGUF only
- 0
- Qwen2.5 Coder 32B Instruct only
- 4
- Comparable categories
- 0 / 8
Benchmark data for Holo3.1-35B-A3B-GGUF and Qwen2.5 Coder 32B Instruct is coming soon on BenchLM.
Confidence note. This is a partial-evidence comparison with 0 shared benchmark results across 0 evidence categories; 0 of 8 categories currently have scoreable aggregates for both models. Treat the verdict as directional until coverage is more balanced.
Why this result
BenchLM does not have sourced benchmark coverage for Holo3.1-35B-A3B-GGUF yet. This comparison is currently limited to metadata such as context window, reasoning mode, and pricing where available.
Holo3.1-35B-A3B-GGUF has the larger context window at 262K, compared with 128K for Qwen2.5 Coder 32B Instruct.
Operational comparison
Runtime and commercial metrics are compared only when both models have a complete sourced value.
| Metric | Holo3.1-35B-A3B-GGUF | Qwen2.5 Coder 32B Instruct | Comparison |
|---|---|---|---|
| Input / output priceUSD per 1M tokens | Holo3.1-35B-A3B-GGUF$0 input / $0 output | Qwen2.5 Coder 32B Instruct$0 input / $0 output | Listed prices are equal. |
| Generation speedtokens per second | Holo3.1-35B-A3B-GGUFNot available | Qwen2.5 Coder 32B InstructNot available | A complete speed comparison is not available. |
| First-answer latencyseconds to first token | Holo3.1-35B-A3B-GGUFNot available | Qwen2.5 Coder 32B InstructNot available | A complete latency comparison is not available. |
| Context windowmaximum listed tokens | Holo3.1-35B-A3B-GGUF262K | Qwen2.5 Coder 32B Instruct128K | Holo3.1-35B-A3B-GGUF lists the larger context window. |
Benchmark Deep Dive
Coding1 benchmarks
| Benchmark | Holo3.1-35B-A3B-GGUF | Qwen2.5 Coder 32B Instruct | Result |
|---|---|---|---|
| AA-SciCodeSource | — | 27.1% | Not comparable |
Frequently Asked Questions (3)
Can I compare Holo3.1-35B-A3B-GGUF and Qwen2.5 Coder 32B Instruct on BenchLM yet?
Not fully yet. BenchLM is tracking both models, but the sourced benchmark breakdown for this comparison is still coming soon.
Why does this comparison show “coming soon”?
BenchLM only shows category winners and benchmark-level calls when we have sourced results that can be compared fairly. For these models, the public benchmark coverage is not complete enough yet.
What data is available for Holo3.1-35B-A3B-GGUF and Qwen2.5 Coder 32B Instruct today?
Holo3.1-35B-A3B-GGUF: $0.00 input / $0.00 output per 1M tokens Qwen2.5 Coder 32B Instruct: $0.00 input / $0.00 output per 1M tokens Both model pages still include creator, context window, reasoning mode, and other metadata while benchmark coverage fills in.
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