Model comparison
GPT-4o mini vs o3
Head-to-head evidence from 6 shared benchmark results across 4 categories. Overall scores shown here use the public BenchAlign v5 ranking lane.
Public leaderboard positions: GPT-4o mini #183 (Supported); o3 #131 (Supported). Intervals and evidence labels describe ranking uncertainty, not a guarantee for a specific workload.
Evidence parity. GPT-4o mini and o3 share 6 comparable benchmark results. 0 of 8 categories are comparable. 4 results are unique to GPT-4o mini; 10 to o3.
Updated July 24, 2026- Shared results
- 6
- GPT-4o mini only
- 4
- o3 only
- 10
- Comparable categories
- 0 / 8
Benchmark data for GPT-4o mini and o3 is coming soon on BenchLM.
Confidence note. This is a partial-evidence comparison with 6 shared benchmark results across 4 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.
o3 is priced at $2.00 input / $8.00 output per 1M tokens, versus $0.15 input / $0.60 output per 1M tokens for GPT-4o mini. o3 has the larger context window at 200K, compared with 128K for GPT-4o mini.
Category breakdown
Exact category averages are shown below. Not measured means BenchLM does not have enough sourced public coverage for that model and category.
| Category | GPT-4o mini | Δ | o3 |
|---|---|---|---|
| Math | GPT-4o miniNot measured | MarginNo overlap | o314.5 |
Operational comparison
Runtime and commercial metrics are compared only when both models have a complete sourced value.
| Metric | GPT-4o mini | o3 | Comparison |
|---|---|---|---|
| Input / output priceUSD per 1M tokens | GPT-4o mini$0.15 input / $0.6 output | o3$2 input / $8 output | GPT-4o mini has the lower combined listed price. |
| Generation speedtokens per second | GPT-4o mini33 tok/s | o3118 tok/s | o3 has the higher measured throughput. |
| First-answer latencyseconds to first token | GPT-4o mini3.16 s | o35.38 s | GPT-4o mini reaches the first token sooner. |
| Context windowmaximum listed tokens | GPT-4o mini128K | o3200K | o3 lists the larger context window. |
Benchmark Deep Dive
Agentic4 benchmarks
Coding2 benchmarks
Reasoning2 benchmarks
Knowledge6 benchmarks
| Benchmark | GPT-4o mini | o3 | Result |
|---|---|---|---|
| Artificial Analysis Intelligence IndexSource | 6.9% | 30.4% | o3 leads |
| AA-GPQA DiamondSource | 42.6% | 82.7% | o3 leads |
| AA-HLESource | 4.0% | 20.0% | o3 leads |
| AA-Omniscience IndexSource | — | -15.3% | Not comparable |
| AA-Omniscience AccuracySource | — | 38.4% | Not comparable |
| AA-Omniscience Hallucination RateSource | — | 87.1% | Not comparable |
Math3 benchmarks
Multimodal2 benchmarks
Inst. Following1 benchmarks
| Benchmark | GPT-4o mini | o3 | Result |
|---|---|---|---|
| AA-IFBenchSource | 31.0% | 71.4% | o3 leads |
Frequently Asked Questions (3)
Can I compare GPT-4o mini and o3 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-4o mini and o3 today?
GPT-4o mini: $0.15 input / $0.60 output per 1M tokens o3: $2.00 input / $8.00 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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