Model comparison
GPT-5.4 Pro vs Holo3.1-35B-A3B-FP8
Head-to-head evidence from 0 shared benchmark results across 0 categories. Overall scores shown here use the public BenchAlign v5 ranking lane.
Public leaderboard positions: GPT-5.4 Pro #44 (Estimated); Holo3.1-35B-A3B-FP8 unranked (Not scored). Intervals and evidence labels describe ranking uncertainty, not a guarantee for a specific workload.
Evidence parity. GPT-5.4 Pro and Holo3.1-35B-A3B-FP8 share 0 comparable benchmark results. 0 of 8 categories are comparable. 12 results are unique to GPT-5.4 Pro; 0 to Holo3.1-35B-A3B-FP8.
Updated July 21, 2026- Shared results
- 0
- GPT-5.4 Pro only
- 12
- Holo3.1-35B-A3B-FP8 only
- 0
- Comparable categories
- 0 / 8
Benchmark data for GPT-5.4 Pro and Holo3.1-35B-A3B-FP8 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 Holo3.1-35B-A3B-FP8 yet. This comparison is currently limited to metadata such as context window, reasoning mode, and pricing where available.
GPT-5.4 Pro is priced at $30.00 input / $180.00 output per 1M tokens, versus $0.00 input / $0.00 output per 1M tokens for Holo3.1-35B-A3B-FP8. GPT-5.4 Pro has the larger context window at 1.05M, compared with 262K for Holo3.1-35B-A3B-FP8.
Operational comparison
Runtime and commercial metrics are compared only when both models have a complete sourced value.
| Metric | GPT-5.4 Pro | Holo3.1-35B-A3B-FP8 | Comparison |
|---|---|---|---|
| Input / output priceUSD per 1M tokens | GPT-5.4 Pro$30 input / $180 output | Holo3.1-35B-A3B-FP8$0 input / $0 output | Holo3.1-35B-A3B-FP8 has the lower combined listed price. |
| Generation speedtokens per second | GPT-5.4 Pro74 tok/s | Holo3.1-35B-A3B-FP8Not available | A complete speed comparison is not available. |
| First-answer latencyseconds to first token | GPT-5.4 Pro151.79 s | Holo3.1-35B-A3B-FP8Not available | A complete latency comparison is not available. |
| Context windowmaximum listed tokens | GPT-5.4 Pro1.05M | Holo3.1-35B-A3B-FP8262K | GPT-5.4 Pro lists the larger context window. |
Benchmark Deep Dive
Frequently Asked Questions (3)
Can I compare GPT-5.4 Pro and Holo3.1-35B-A3B-FP8 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 GPT-5.4 Pro and Holo3.1-35B-A3B-FP8 today?
GPT-5.4 Pro: $30.00 input / $180.00 output per 1M tokens Holo3.1-35B-A3B-FP8: $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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