Side-by-side benchmark comparison across agentic, coding, multimodal, knowledge, reasoning, and math workflows.
Claude 3 Haiku
42
0/8 categoriesHolo3-122B-A10B
~79
Winner · 1/8 categoriesClaude 3 Haiku· Holo3-122B-A10B
Pick Holo3-122B-A10B if you want the stronger benchmark profile. Claude 3 Haiku only becomes the better choice if you need the larger 200K context window.
Holo3-122B-A10B is clearly ahead on the aggregate, 79 to 42. The gap is large enough that you do not need to squint at the spreadsheet to see the difference.
Holo3-122B-A10B's sharpest advantage is in agentic, where it averages 78.9 against 44. The single biggest benchmark swing on the page is OSWorld-Verified, 42% to 78.8%.
Claude 3 Haiku gives you the larger context window at 200K, compared with 64K for Holo3-122B-A10B.
BenchLM keeps the benchmark table and the operator tradeoffs on the same page so a better score does not hide a materially slower, pricier, or smaller-context model.
Runtime metrics show N/A when BenchLM does not have a sourced snapshot for that exact model. The scoring rules and freshness policy are documented on the methodology page.
| Benchmark | Claude 3 Haiku | Holo3-122B-A10B |
|---|---|---|
| AgenticHolo3-122B-A10B wins | ||
| Terminal-Bench 2.0 | 40% | — |
| BrowseComp | 53% | — |
| OSWorld-Verified | 42% | 78.8% |
| Coding | ||
| HumanEval | 73% | — |
| SWE-bench Verified | 17% | — |
| LiveCodeBench | 20% | — |
| SWE-bench Pro | 19% | — |
| Multimodal & Grounded | ||
| MMMU-Pro | 70% | — |
| OfficeQA Pro | 67% | — |
| Reasoning | ||
| MuSR | 52% | — |
| BBH | 74% | — |
| LongBench v2 | 63% | — |
| MRCRv2 | 63% | — |
| Knowledge | ||
| MMLU | 75.2% | — |
| GPQA | 56% | — |
| SuperGPQA | 54% | — |
| MMLU-Pro | 63% | — |
| HLE | 2% | — |
| FrontierScience | 50% | — |
| SimpleQA | 54% | — |
| Instruction Following | ||
| IFEval | 76% | — |
| Multilingual | ||
| MGSM | 73% | — |
| MMLU-ProX | 70% | — |
| Mathematics | ||
| AIME 2023 | 56% | — |
| AIME 2024 | 58% | — |
| AIME 2025 | 57% | — |
| HMMT Feb 2023 | 52% | — |
| HMMT Feb 2024 | 54% | — |
| HMMT Feb 2025 | 53% | — |
| BRUMO 2025 | 55% | — |
| MATH-500 | 71% | — |
Holo3-122B-A10B is ahead overall, 79 to 42. The biggest single separator in this matchup is OSWorld-Verified, where the scores are 42% and 78.8%.
Holo3-122B-A10B has the edge for agentic tasks in this comparison, averaging 78.9 versus 44. Inside this category, OSWorld-Verified is the benchmark that creates the most daylight between them.
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