Model comparison
Holo2-8B vs MAI-Thinking-1
Head-to-head evidence from 0 shared benchmark results across 0 categories. Overall scores shown here use the public BenchAlign v5 ranking lane.
Evidence parity. Holo2-8B and MAI-Thinking-1 share 0 comparable benchmark results. 0 of 8 categories are comparable. 1 result is unique to Holo2-8B; 13 to MAI-Thinking-1.
Updated July 23, 2026- Shared results
- 0
- Holo2-8B only
- 1
- MAI-Thinking-1 only
- 13
- Comparable categories
- 0 / 8
Benchmark data for Holo2-8B and MAI-Thinking-1 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.
Holo2-8B has the larger context window at 262K, compared with 256K for MAI-Thinking-1.
Operational comparison
Runtime and commercial metrics are compared only when both models have a complete sourced value.
| Metric | Holo2-8B | MAI-Thinking-1 | Comparison |
|---|---|---|---|
| Input / output priceUSD per 1M tokens | Holo2-8BNot available | MAI-Thinking-1Not available | A complete price comparison is not available. |
| Generation speedtokens per second | Holo2-8BNot available | MAI-Thinking-1Not available | A complete speed comparison is not available. |
| First-answer latencyseconds to first token | Holo2-8BNot available | MAI-Thinking-1Not available | A complete latency comparison is not available. |
| Context windowmaximum listed tokens | Holo2-8B262K | MAI-Thinking-1256K | Holo2-8B lists the larger context window. |
Benchmark Deep Dive
Agentic1 benchmarks
| Benchmark | Holo2-8B | MAI-Thinking-1 | Result |
|---|---|---|---|
| Terminal-Bench 2.0Source | — | 46% | Not comparable |
Coding3 benchmarks
Reasoning1 benchmarks
| Benchmark | Holo2-8B | MAI-Thinking-1 | Result |
|---|---|---|---|
| Graphwalks BFS 128KSource | — | 90% | Not comparable |
Knowledge4 benchmarks
Math3 benchmarks
Multimodal1 benchmarks
| Benchmark | Holo2-8B | MAI-Thinking-1 | Result |
|---|---|---|---|
| ScreenSpot ProSource | 58.9% | — | Not comparable |
Inst. Following1 benchmarks
| Benchmark | Holo2-8B | MAI-Thinking-1 | Result |
|---|---|---|---|
| IFBenchSource | — | 85% | Not comparable |
Frequently Asked Questions (2)
Can I compare Holo2-8B and MAI-Thinking-1 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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