Model comparison
Holo2-235B-A22B vs Holo2-4B
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 Holo2 family.
Evidence parity. Holo2-235B-A22B and Holo2-4B share 1 comparable benchmark result. 0 of 8 categories are comparable. 0 results are unique to Holo2-235B-A22B; 0 to Holo2-4B.
Updated July 23, 2026- Shared results
- 1
- Holo2-235B-A22B only
- 0
- Holo2-4B only
- 0
- Comparable categories
- 0 / 8
Benchmark data for Holo2-235B-A22B and Holo2-4B 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 | Holo2-235B-A22B | Holo2-4B | Comparison |
|---|---|---|---|
| Input / output priceUSD per 1M tokens | Holo2-235B-A22BNot available | Holo2-4BNot available | A complete price comparison is not available. |
| Generation speedtokens per second | Holo2-235B-A22BNot available | Holo2-4BNot available | A complete speed comparison is not available. |
| First-answer latencyseconds to first token | Holo2-235B-A22BNot available | Holo2-4BNot available | A complete latency comparison is not available. |
| Context windowmaximum listed tokens | Holo2-235B-A22B262K | Holo2-4B262K | Listed context windows are equal. |
Benchmark Deep Dive
Multimodal1 benchmarks
| Benchmark | Holo2-235B-A22B | Holo2-4B | Result |
|---|---|---|---|
| ScreenSpot ProSource | 70.6% | 57.2% | Holo2-235B-A22B leads |
Frequently Asked Questions (2)
Can I compare Holo2-235B-A22B and Holo2-4B 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.
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