Data points: 71
Model compare
The readout for GPT-4o and O1 Mini, before the detailed comparison sheet.
Weighted outcome: O1 Mini. Benchmark capability categories carry 80%, while price, API performance, and availability carry 20%.
Decision read
O1 Mini
O1 Mini has the higher weighted result; Model A / B score 20 to 80.
Evidence depth
71 data points
Includes 7 benchmark rows, 0 audit samples, and 6 provider examples.
Selection signal
Start with O1 Mini
The charts below split 13 high-signal samples across speed, scores, and audit health.
Switch either side of this report to compare another model with the same LMSpeed data pipeline.
Select a different model to open a new comparison URL.
This report only uses LMSpeed data for GPT-4o and O1 Mini: pricing, speed aggregates, third-party benchmark scores, and shared provider samples.
| Model compare | GPT-4o | O1 Mini |
|---|---|---|
| Overall leader | Contender | Leading |
| Weighted overall score | 20.0 pts | 80.0 pts |
| Benchmark category leads | 0 categories | 3 categories |
| Operational advantages | Cheapest input price, Average speed, First-token latency, Free providers, Provider coverage | No data |
| Context window | 128K tokens | No data |
| Max output | 16.4K tokens | No data |
| Modalities | Input TextImageFile Output Text |
The overall result weights benchmark capability categories at 80% and price, API speed/latency, and availability at 20%. Recent test volume does not affect the winner, and missing benchmark categories are excluded.
| Model compare | GPT-4o | O1 Mini |
|---|---|---|
| Developer | OpenAI | OpenAI |
| Released | Nov 2024 | No data |
| Parameters | No data | No data |
| Tokenizer | GPT | No data |
| Knowledge cutoff | 2023-10-31 | No data |
| OpenRouter ID | openai/gpt-4o | No data |
| References | No data | No data |
This report only uses LMSpeed data for GPT-4o and O1 Mini: pricing, speed aggregates, third-party benchmark scores, and shared provider samples.
GPT-4o
GPT-4o has these operational advantages: Cheapest input price, Average speed, First-token latency, Free providers, Provider coverage.
O1 Mini
O1 Mini leads these benchmark categories: Coding, Reasoning, Math.
Third-party benchmark profile synced into LMSpeed; only metrics available for both models are shown.
Compare benchmark category scores on a 0-100 scale. Select a category to inspect the gap.
Avg. score
GPT-4o
43.2
Avg. score
O1 Mini
49.4
GPT-4o
O1 Mini leads by 1.5
O1 Mini leads by 5.0
GPT-4o
O1 Mini leads by 12.8
No data
No data
GPT-4o
Metric-level scores with benchmark source, rank depth, confidence, error, and evaluation date where available.
GPT-4o
winner74.8%
Rank #90/125 · confidence 4
O1 Mini
74.2%
Rank #93/125 · confidence 4
GPT-4o
3.3%
Rank #180/187 · confidence 4
O1 Mini
winner4.9%
Rank #138/187 · confidence 4
GPT-4o
54.3%
Rank #156/188 · confidence 4
O1 Mini
winner60.3%
Rank #140/188 · confidence 4
GPT-4o
30.9%
Rank #88/115 · confidence 4
O1 Mini
winner57.6%
Rank #47/115 · confidence 4
GPT-4o
winner33.3%
Rank #120/185 · confidence 4
O1 Mini
32.3%
Rank #125/185 · confidence 4
GPT-4o
75.9%
Rank #56/74 · confidence 4
O1 Mini
winner94.4%
Rank #22/74 · confidence 4
GPT-4o
15.0%
Rank #50/68 · confidence 4
O1 Mini
winner60.3%
Rank #25/68 · confidence 4
Latest completed audits from shared providers, with four safety and integrity score groups plus report links.
| Provider | GPT-4o | O1 Mini |
|---|---|---|
| No completed audits are available from shared providers yet. | ||
Speed aggregates and input/output pricing share each provider row for real API selection and migration cost checks.
| Provider | GPT-4o | O1 Mini |
|---|---|---|
20 tests | GPT-4o speed / latency 88 tok/s / 1593ms input / output No data | O1 Mini speed / latency N/A / N/A input / output No data |
10 tests | GPT-4o speed / latency 31 tok/s / 21979ms input / output No data | O1 Mini speed / latency 51 tok/s / 19572ms input / output No data |
5 tests | GPT-4o speed / latency 48 tok/s / 13138ms input / output No data | O1 Mini speed / latency N/A / N/A input / output No data |
5 tests | GPT-4o speed / latency 58 tok/s / 2583ms input / output No data | O1 Mini speed / latency N/A / N/A input / output No data |
3 tests | GPT-4o speed / latency 40 tok/s / 2993ms input / output No data | O1 Mini speed / latency N/A / N/A input / output No data |
GPT-4o gpt-4o-2024-08-06 speed / latency No data input / output $0/request | O1 Mini o1-mini speed / latency No data input / output $1.47/request |
Weighted outcome: O1 Mini. Benchmark capability categories carry 80%, while price, API performance, and availability carry 20%.
| Features | Text inputImage inputFile inputText outputTool callingStructured outputsJSON modeWeb search | None listed |
|---|
