Model comparison
Holo3.1-4B vs Holo3.1-9B
Head-to-head evidence from 1 shared benchmark result across 1 category. Overall scores shown here use the public BenchAlign v5 ranking lane.
Sibling matchup inside the Holo3.1 family.
Evidence parity. Holo3.1-4B and Holo3.1-9B share 1 comparable benchmark result. 0 of 8 categories are comparable. 0 results are unique to Holo3.1-4B; 0 to Holo3.1-9B.
Updated July 17, 2026- Shared results
- 1
- Holo3.1-4B only
- 0
- Holo3.1-9B only
- 0
- Comparable categories
- 0 / 8
Benchmark data for Holo3.1-4B and Holo3.1-9B is coming soon on BenchLM.
Confidence note. This is a partial-evidence comparison with 1 shared benchmark result across 1 evidence category; 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.
Category breakdown
Exact category averages are shown below. Not measured means BenchLM does not have enough sourced public coverage for that model and category.
Operational comparison
Runtime and commercial metrics are compared only when both models have a complete sourced value.
| Metric | Holo3.1-4B | Holo3.1-9B | Comparison |
|---|---|---|---|
| Input / output priceUSD per 1M tokens | Holo3.1-4B$0 input / $0 output | Holo3.1-9B$0 input / $0 output | Listed prices are equal. |
| Generation speedtokens per second | Holo3.1-4BNot available | Holo3.1-9BNot available | A complete speed comparison is not available. |
| First-answer latencyseconds to first token | Holo3.1-4BNot available | Holo3.1-9BNot available | A complete latency comparison is not available. |
| Context windowmaximum listed tokens | Holo3.1-4B262K | Holo3.1-9B262K | Listed context windows are equal. |
Benchmark Deep Dive
Agentic1 benchmarks
| Benchmark | Holo3.1-4B | Holo3.1-9B | Result |
|---|---|---|---|
| AndroidWorldSource | 71.0% | 71.0% | Tie |
Frequently Asked Questions (3)
Can I compare Holo3.1-4B and Holo3.1-9B 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 Holo3.1-4B and Holo3.1-9B today?
Holo3.1-4B: $0.00 input / $0.00 output per 1M tokens Holo3.1-9B: $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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