Model comparison
DeepSeek R1 Distill Qwen 32B vs Holo3.1-4B
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: DeepSeek R1 Distill Qwen 32B #160 (Estimated); Holo3.1-4B unranked (Not scored). Intervals and evidence labels describe ranking uncertainty, not a guarantee for a specific workload.
Evidence parity. DeepSeek R1 Distill Qwen 32B and Holo3.1-4B share 0 comparable benchmark results. 0 of 8 categories are comparable. 6 results are unique to DeepSeek R1 Distill Qwen 32B; 1 to Holo3.1-4B.
Updated July 21, 2026- Shared results
- 0
- DeepSeek R1 Distill Qwen 32B only
- 6
- Holo3.1-4B only
- 1
- Comparable categories
- 0 / 8
Benchmark data for DeepSeek R1 Distill Qwen 32B and Holo3.1-4B 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 has partial data for these models, but not enough overlapping benchmark coverage to produce a fair score-level comparison yet.
Holo3.1-4B has the larger context window at 262K, compared with 128K for DeepSeek R1 Distill Qwen 32B.
Operational comparison
Runtime and commercial metrics are compared only when both models have a complete sourced value.
| Metric | DeepSeek R1 Distill Qwen 32B | Holo3.1-4B | Comparison |
|---|---|---|---|
| Input / output priceUSD per 1M tokens | DeepSeek R1 Distill Qwen 32B$0 input / $0 output | Holo3.1-4B$0 input / $0 output | Listed prices are equal. |
| Generation speedtokens per second | DeepSeek R1 Distill Qwen 32B60 tok/s | Holo3.1-4BNot available | A complete speed comparison is not available. |
| First-answer latencyseconds to first token | DeepSeek R1 Distill Qwen 32B0.84 s | Holo3.1-4BNot available | A complete latency comparison is not available. |
| Context windowmaximum listed tokens | DeepSeek R1 Distill Qwen 32B128K | Holo3.1-4B262K | Holo3.1-4B lists the larger context window. |
Benchmark Deep Dive
Agentic1 benchmarks
| Benchmark | DeepSeek R1 Distill Qwen 32B | Holo3.1-4B | Result |
|---|---|---|---|
| AndroidWorldSource | — | 71.0% | Not comparable |
Coding1 benchmarks
| Benchmark | DeepSeek R1 Distill Qwen 32B | Holo3.1-4B | Result |
|---|---|---|---|
| AA-SciCodeSource | 37.6% | — | Not comparable |
Reasoning1 benchmarks
| Benchmark | DeepSeek R1 Distill Qwen 32B | Holo3.1-4B | Result |
|---|---|---|---|
| AA-LCRSource | 9.7% | — | Not comparable |
Knowledge3 benchmarks
Inst. Following1 benchmarks
| Benchmark | DeepSeek R1 Distill Qwen 32B | Holo3.1-4B | Result |
|---|---|---|---|
| AA-IFBenchSource | 22.9% | — | Not comparable |
Frequently Asked Questions (3)
Can I compare DeepSeek R1 Distill Qwen 32B and Holo3.1-4B 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 DeepSeek R1 Distill Qwen 32B and Holo3.1-4B today?
DeepSeek R1 Distill Qwen 32B: $0.00 input / $0.00 output per 1M tokens Holo3.1-4B: $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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