Data points: 90
Model compare
The readout for GPT-4 Turbo and O1, before the detailed comparison sheet.
Weighted outcome: O1. Benchmark capability categories carry 80%, while price, API performance, and availability carry 20%.
Decision read
O1
O1 has the higher weighted result; Model A / B score 6.7 to 93.3.
Evidence depth
90 data points
Includes 13 benchmark rows, 0 audit samples, and 6 provider examples.
Selection signal
Start with O1
The charts below split 19 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 Turbo and O1: pricing, speed aggregates, third-party benchmark scores, and shared provider samples.
| Model compare | GPT-4 Turbo | O1 |
|---|---|---|
| Overall leader | Contender | Leading |
| Weighted overall score | 6.7 pts | 93.3 pts |
| Benchmark category leads | 0 categories | 4 categories |
| Operational advantages | Free providers | Cheapest input price, Provider coverage |
| Context window | 128K tokens | 200K tokens |
| Max output | 4.1K tokens | 100K tokens |
| Modalities | Input TextImage 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 Turbo | O1 |
|---|---|---|
| Developer | OpenAI | OpenAI |
| Released | Apr 2024 | Dec 2024 |
| Parameters | No data | No data |
| Tokenizer | GPT | GPT |
| Knowledge cutoff | 2023-12-31 | 2023-10-31 |
| OpenRouter ID | openai/gpt-4-turbo | openai/o1 |
| References | No data | No data |
This report only uses LMSpeed data for GPT-4 Turbo and O1: pricing, speed aggregates, third-party benchmark scores, and shared provider samples.
GPT-4 Turbo
GPT-4 Turbo has these operational advantages: Free providers.
O1
O1 is stronger in benchmark categories (Coding, Reasoning, Knowledge, Math) and operational dimensions (Cheapest input price, Provider coverage).
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 Turbo
47
Avg. score
O1
52.5
O1
O1 leads by 7.2
O1 leads by 7.4
O1 leads by 7.7
O1 leads by 6.9
No data
No data
O1
Metric-level scores with benchmark source, rank depth, confidence, error, and evaluation date where available.
GPT-4 Turbo
winner$30.00/M
Rank #151/162 · confidence 4
O1
$60.00/M
Rank #155/162 · confidence 4
GPT-4 Turbo
winner$15.00/M
Rank #153/162 · confidence 4
O1
$26.25/M
Rank #155/162 · confidence 4
GPT-4 Turbo
winner$10.00/M
Rank #153/162 · confidence 4
O1
$15.00/M
Rank #155/162 · confidence 4
GPT-4 Turbo
69.4%
Rank #103/125 · confidence 4
O1
winner84.1%
Rank #30/125 · confidence 4
GPT-4 Turbo
3.3%
Rank #179/186 · confidence 4
O1
winner7.7%
Rank #107/186 · confidence 4
GPT-4 Turbo
29.1%
Rank #91/115 · confidence 4
O1
winner67.9%
Rank #34/115 · confidence 4
GPT-4 Turbo
21.5
Rank #50/58 · confidence 1 · eval date 2023-11-06
O1
winner34.0
Rank #43/58 · confidence 1 · eval date 2024-09-12
GPT-4 Turbo
31.9
Rank #84/96 · confidence 1 · eval date 2023-11-06
O1
winner35.8
Rank #75/96 · confidence 1 · eval date 2024-12-01
GPT-4 Turbo
31.9%
Rank #127/184 · confidence 4
O1
winner35.8%
Rank #106/184 · confidence 4
GPT-4 Turbo
73.7%
Rank #57/72 · confidence 4
O1
winner97.0%
Rank #13/72 · confidence 4
GPT-4 Turbo
15.0%
Rank #50/68 · confidence 4
O1
winner72.3%
Rank #19/68 · confidence 4
GPT-4 Turbo
3.3
Rank #94/96 · confidence 1 · eval date 2023-11-06
O1
winner7.7
Rank #73/96 · confidence 1 · eval date 2024-12-01
GPT-4 Turbo
7.9
Rank #96/99 · confidence 1 · eval date 2023-11-06
O1
winner17.0
Rank #79/99 · confidence 1 · eval date 2024-09-12
Latest completed audits from shared providers, with four safety and integrity score groups plus report links.
| Provider | GPT-4 Turbo | O1 |
|---|---|---|
| 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 Turbo | O1 |
|---|---|---|
0 tests | GPT-4 Turbo speed / latency N/A / N/A input / output No data | O1 speed / latency N/A / N/A input / output No data |
0 tests | GPT-4 Turbo speed / latency N/A / N/A input / output No data | O1 speed / latency N/A / N/A input / output No data |
0 tests | GPT-4 Turbo speed / latency N/A / N/A input / output No data | O1 speed / latency N/A / N/A input / output No data |
0 tests | GPT-4 Turbo speed / latency N/A / N/A input / output No data | O1 speed / latency N/A / N/A input / output No data |
0 tests | GPT-4 Turbo speed / latency N/A / N/A input / output No data | O1 speed / latency N/A / N/A input / output No data |
GPT-4 Turbo gpt-4-turbo speed / latency No data input / output $0/request | O1 o1 speed / latency No data input / output $5.88/request |
Weighted outcome: O1. Benchmark capability categories carry 80%, while price, API performance, and availability carry 20%.
Input
Output
| Features | Text inputImage inputText outputTool callingStructured outputsJSON mode | Text inputImage inputFile inputText outputTool callingStructured outputsJSON modeReasoning |
|---|
