Data points: 71
Model compare
The readout for GPT-4.1 Mini 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 46.7 to 53.3.
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-4.1 Mini and O1 Mini: pricing, speed aggregates, third-party benchmark scores, and shared provider samples.
| Model compare | GPT-4.1 Mini | O1 Mini |
|---|---|---|
| Overall leader | Contender | Leading |
| Weighted overall score | 46.7 pts | 53.3 pts |
| Benchmark category leads | 1 categories | 2 categories |
| Operational advantages | Cheapest input price, Average speed, First-token latency, Free providers, Provider coverage | No data |
| Context window | 1.0M tokens | No data |
| Max output | 32.8K tokens | No data |
| Modalities | Input ImageTextFile 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-4.1 Mini | O1 Mini |
|---|---|---|
| Developer | OpenAI | OpenAI |
| Released | Apr 2025 | No data |
| Parameters | No data | No data |
| Tokenizer | GPT | No data |
| Knowledge cutoff | 2024-06-30 | No data |
| OpenRouter ID | openai/gpt-4.1-mini | No data |
| References | No data | No data |
This report only uses LMSpeed data for GPT-4.1 Mini and O1 Mini: pricing, speed aggregates, third-party benchmark scores, and shared provider samples.
GPT-4.1 Mini
GPT-4.1 Mini is stronger in benchmark categories (Reasoning) and operational dimensions (Cheapest input price, Average speed, First-token latency, Free providers, Provider coverage).
O1 Mini
O1 Mini leads these benchmark categories: Coding, 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-4.1 Mini
44.7
Avg. score
O1 Mini
49.4
GPT-4.1 Mini
O1 Mini leads by 8.4
GPT-4.1 Mini leads by 0.2
GPT-4.1 Mini
O1 Mini leads by 5.0
No data
No data
GPT-4.1 Mini
Metric-level scores with benchmark source, rank depth, confidence, error, and evaluation date where available.
GPT-4.1 Mini
winner78.1%
Rank #72/125 · confidence 4
O1 Mini
74.2%
Rank #93/125 · confidence 4
GPT-4.1 Mini
winner66.4%
Rank #127/188 · confidence 4
O1 Mini
60.3%
Rank #140/188 · confidence 4
GPT-4.1 Mini
4.6%
Rank #142/187 · confidence 4
O1 Mini
winner4.9%
Rank #138/187 · confidence 4
GPT-4.1 Mini
48.3%
Rank #61/115 · confidence 4
O1 Mini
winner57.6%
Rank #47/115 · confidence 4
GPT-4.1 Mini
winner40.4%
Rank #64/185 · confidence 4
O1 Mini
32.3%
Rank #125/185 · confidence 4
GPT-4.1 Mini
92.5%
Rank #28/74 · confidence 4
O1 Mini
winner94.4%
Rank #22/74 · confidence 4
GPT-4.1 Mini
43.0%
Rank #32/68 · 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-4.1 Mini | 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-4.1 Mini | O1 Mini |
|---|---|---|
10 tests | GPT-4.1 Mini speed / latency 70 tok/s / 1372ms input / output No data | O1 Mini speed / latency N/A / N/A input / output No data |
5 tests | GPT-4.1 Mini speed / latency N/A / N/A input / output No data | O1 Mini speed / latency 51 tok/s / 19572ms input / output No data |
0 tests | GPT-4.1 Mini speed / latency N/A / N/A input / output No data | O1 Mini speed / latency N/A / N/A input / output No data |
0 tests | GPT-4.1 Mini speed / latency N/A / N/A input / output No data | O1 Mini speed / latency N/A / N/A input / output No data |
0 tests | GPT-4.1 Mini speed / latency N/A / N/A input / output No data | O1 Mini speed / latency N/A / N/A input / output No data |
GPT-4.1 Mini gpt-4.1-mini 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 mode | None listed |
|---|
