Model comparison
GPT-5 (medium) vs o4-mini (high)
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 (medium) #84 (Supported); o4-mini (high) #118 (Estimated). Intervals and evidence labels describe ranking uncertainty, not a guarantee for a specific workload.
Evidence parity. GPT-5 (medium) and o4-mini (high) share 0 comparable benchmark results. 0 of 8 categories are comparable. 14 results are unique to GPT-5 (medium); 2 to o4-mini (high).
Updated July 21, 2026- Shared results
- 0
- GPT-5 (medium) only
- 14
- o4-mini (high) only
- 2
- Comparable categories
- 0 / 8
Benchmark data for GPT-5 (medium) and o4-mini (high) 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.
o4-mini (high) has the larger context window at 200K, compared with 128K for GPT-5 (medium).
Operational comparison
Runtime and commercial metrics are compared only when both models have a complete sourced value.
| Metric | GPT-5 (medium) | o4-mini (high) | Comparison |
|---|---|---|---|
| Input / output priceUSD per 1M tokens | GPT-5 (medium)Not available | o4-mini (high)Not available | A complete price comparison is not available. |
| Generation speedtokens per second | GPT-5 (medium)83 tok/s | o4-mini (high)161 tok/s | o4-mini (high) has the higher measured throughput. |
| First-answer latencyseconds to first token | GPT-5 (medium)36.28 s | o4-mini (high)21.94 s | o4-mini (high) reaches the first token sooner. |
| Context windowmaximum listed tokens | GPT-5 (medium)128K | o4-mini (high)200K | o4-mini (high) lists the larger context window. |
Benchmark Deep Dive
Agentic1 benchmarks
| Benchmark | GPT-5 (medium) | o4-mini (high) | Result |
|---|---|---|---|
| τ²-bench resultsSource | 86.5% | — | Not comparable |
Coding1 benchmarks
| Benchmark | GPT-5 (medium) | o4-mini (high) | Result |
|---|---|---|---|
| AA-SciCodeSource | 41.1% | — | Not comparable |
Reasoning2 benchmarks
Knowledge6 benchmarks
| Benchmark | GPT-5 (medium) | o4-mini (high) | Result |
|---|---|---|---|
| Artificial Analysis Intelligence IndexSource | 33.7% | — | Not comparable |
| AA-GPQA DiamondSource | 84.2% | — | Not comparable |
| AA-HLESource | 23.5% | — | Not comparable |
| AA-Omniscience IndexSource | -10.1% | — | Not comparable |
| AA-Omniscience AccuracySource | 38.9% | — | Not comparable |
| AA-Omniscience Hallucination RateSource | 80.1% | — | Not comparable |
Math3 benchmarks
Multimodal2 benchmarks
Inst. Following1 benchmarks
| Benchmark | GPT-5 (medium) | o4-mini (high) | Result |
|---|---|---|---|
| AA-IFBenchSource | 70.6% | — | Not comparable |
Frequently Asked Questions (3)
Can I compare GPT-5 (medium) and o4-mini (high) 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 (medium) and o4-mini (high) today?
GPT-5 (medium): Pricing unavailable o4-mini (high): Pricing unavailable Both model pages still include creator, context window, reasoning mode, and other metadata while benchmark coverage fills in.
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