Data points: 86
Model compare
The readout for GPT-4.1 Mini and O4 Mini, before the detailed comparison sheet.
Weighted outcome: O4 Mini. Benchmark capability categories carry 80%, while price, API performance, and availability carry 20%.
Decision read
O4 Mini
O4 Mini has the higher weighted result; Model A / B score 10 to 90.
Evidence depth
86 data points
Includes 10 benchmark rows, 0 audit samples, and 6 provider examples.
Selection signal
Start with O4 Mini
The charts below split 16 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 O4 Mini: pricing, speed aggregates, third-party benchmark scores, and shared provider samples.
| Model compare | GPT-4.1 Mini | O4 Mini |
|---|---|---|
| Overall leader | Contender | Leading |
| Weighted overall score | 10.0 pts | 90.0 pts |
| Benchmark category leads | 0 categories | 3 categories |
| Operational advantages | First-token latency, Provider coverage | Cheapest input price, Average speed |
| Context window | 1.0M tokens | 200K tokens |
| Max output | 32.8K tokens | 100K tokens |
| 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 | O4 Mini |
|---|---|---|
| Developer | OpenAI | OpenAI |
| Released | Apr 2025 | Apr 2025 |
| Parameters | No data | No data |
| Tokenizer | GPT | GPT |
| Knowledge cutoff | 2024-06-30 | 2024-06-30 |
| OpenRouter ID | openai/gpt-4.1-mini | openai/o4-mini |
| References | No data | No data |
This report only uses LMSpeed data for GPT-4.1 Mini and O4 Mini: pricing, speed aggregates, third-party benchmark scores, and shared provider samples.
GPT-4.1 Mini
GPT-4.1 Mini has these operational advantages: First-token latency, Provider coverage.
O4 Mini
O4 Mini is stronger in benchmark categories (Coding, Reasoning, Math) and operational dimensions (Cheapest input price, Average speed).
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
O4 Mini
59.1
GPT-4.1 Mini
O4 Mini leads by 20.3
O4 Mini leads by 7.9
GPT-4.1 Mini
O4 Mini leads by 14.1
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
winner$0.700/M
Rank #56/162 · confidence 4
O4 Mini
$1.93/M
Rank #98/162 · confidence 4
GPT-4.1 Mini
winner$1.60/M
Rank #56/162 · confidence 4
O4 Mini
$4.40/M
Rank #97/162 · confidence 4
GPT-4.1 Mini
winner$0.400/M
Rank #60/162 · confidence 4
O4 Mini
$1.10/M
Rank #102/162 · confidence 4
GPT-4.1 Mini
78.1%
Rank #72/125 · confidence 4
O4 Mini
winner83.2%
Rank #40/125 · confidence 4
GPT-4.1 Mini
4.6%
Rank #142/187 · confidence 4
O4 Mini
winner17.5%
Rank #64/187 · confidence 4
GPT-4.1 Mini
66.4%
Rank #127/188 · confidence 4
O4 Mini
winner78.4%
Rank #81/188 · confidence 4
GPT-4.1 Mini
48.3%
Rank #61/115 · confidence 4
O4 Mini
winner85.9%
Rank #6/115 · confidence 4
GPT-4.1 Mini
40.4%
Rank #64/185 · confidence 4
O4 Mini
winner46.5%
Rank #30/185 · confidence 4
GPT-4.1 Mini
43.0%
Rank #32/68 · confidence 4
O4 Mini
winner94.0%
Rank #1/68 · confidence 4
GPT-4.1 Mini
92.5%
Rank #28/74 · confidence 4
O4 Mini
winner98.9%
Rank #2/74 · confidence 4
Latest completed audits from shared providers, with four safety and integrity score groups plus report links.
| Provider | GPT-4.1 Mini | O4 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 | O4 Mini |
|---|---|---|
30 tests | GPT-4.1 Mini speed / latency N/A / N/A input / output No data | O4 Mini speed / latency 93 tok/s / 7030ms input / output No data |
10 tests | GPT-4.1 Mini speed / latency 70 tok/s / 1372ms input / output No data | O4 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 | O4 Mini speed / latency 99 tok/s / 14357ms input / output No data |
0 tests | GPT-4.1 Mini speed / latency N/A / N/A input / output No data | O4 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 | O4 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 | O4 Mini o4-mini speed / latency No data input / output $0/request |
Weighted outcome: O4 Mini. Benchmark capability categories carry 80%, while price, API performance, and availability carry 20%.
Input
Output
| Features | Text inputImage inputFile inputText outputTool callingStructured outputsJSON mode | Text inputImage inputFile inputText outputTool callingStructured outputsJSON modeReasoning |
|---|
