Model comparison
Holo3.1-4B vs Thunder-LLM 8B
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. Holo3.1-4B and Thunder-LLM 8B share 0 comparable benchmark results. 0 of 8 categories are comparable. 1 result is unique to Holo3.1-4B; 0 to Thunder-LLM 8B.
Updated July 21, 2026- Shared results
- 0
- Holo3.1-4B only
- 1
- Thunder-LLM 8B only
- 0
- Comparable categories
- 0 / 8
Benchmark data for Holo3.1-4B and Thunder-LLM 8B 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 does not have sourced benchmark coverage for Thunder-LLM 8B yet. This comparison is currently limited to metadata such as context window, reasoning mode, and pricing where available.
Holo3.1-4B has the larger context window at 262K, compared with 32K for Thunder-LLM 8B.
Operational comparison
Runtime and commercial metrics are compared only when both models have a complete sourced value.
| Metric | Holo3.1-4B | Thunder-LLM 8B | Comparison |
|---|---|---|---|
| Input / output priceUSD per 1M tokens | Holo3.1-4B$0 input / $0 output | Thunder-LLM 8BNot available | A complete price comparison is not available. |
| Generation speedtokens per second | Holo3.1-4BNot available | Thunder-LLM 8BNot available | A complete speed comparison is not available. |
| First-answer latencyseconds to first token | Holo3.1-4BNot available | Thunder-LLM 8BNot available | A complete latency comparison is not available. |
| Context windowmaximum listed tokens | Holo3.1-4B262K | Thunder-LLM 8B32K | Holo3.1-4B lists the larger context window. |
Benchmark Deep Dive
Agentic1 benchmarks
| Benchmark | Holo3.1-4B | Thunder-LLM 8B | Result |
|---|---|---|---|
| AndroidWorldSource | 71.0% | — | Not comparable |
Frequently Asked Questions (3)
Can I compare Holo3.1-4B and Thunder-LLM 8B 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 Thunder-LLM 8B today?
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.
Related Comparisons
Choose a model with this week’s evidence
Join 2,000+ readers for ranking moves, pricing changes, and the claims that still need proof.
One email each week. Unsubscribe anytime.