Data points: 76
Model compare
GPT-4 vs GPT-4 Turbo
The readout for GPT-4 and GPT-4 Turbo, before the detailed comparison sheet.
Key Takeaways
Weighted outcome: GPT-4 Turbo. Benchmark capability categories carry 80%, while price, API performance, and availability carry 20%.
Decision read
GPT-4 Turbo
GPT-4 Turbo has the higher weighted result; Model A / B score 40.7 to 59.3.
Evidence depth
76 data points
Includes 5 benchmark rows, 0 audit samples, and 10 provider examples.
Selection signal
Start with GPT-4 Turbo
The charts below split 15 high-signal samples across speed, scores, and audit health.
Change comparison
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.
Comparison sheet
This report only uses LMSpeed data for GPT-4 and GPT-4 Turbo: pricing, speed aggregates, third-party benchmark scores, and shared provider samples.
| Model compare | GPT-4 | GPT-4 Turbo |
|---|---|---|
| Overall leader | Contender | Leading |
| Weighted overall score | 40.7 pts | 59.3 pts |
| Benchmark category leads | 1 categories | 2 categories |
| Operational advantages | First-token latency, Free providers, Provider coverage | Average speed |
| Context window | 8.2K tokens | 128K tokens |
| Max output | 4.1K tokens | 4.1K tokens |
| Modalities | Input Text Output Text | Input TextImage Output Text |
| Features | Text inputText outputTool callingStructured outputsJSON mode | Text inputImage inputText outputTool callingStructured outputsJSON mode |
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 metadata
Model metadata
| Model compare | GPT-4 | GPT-4 Turbo |
|---|---|---|
| Developer | OpenAI | OpenAI |
| Released | May 2023 | Apr 2024 |
| Parameters | No data | No data |
| Tokenizer | GPT | GPT |
| Knowledge cutoff | 2021-09-30 | 2023-12-31 |
| OpenRouter ID | openai/gpt-4 | openai/gpt-4-turbo |
| References | No data | No data |
When to choose each model
This report only uses LMSpeed data for GPT-4 and GPT-4 Turbo: pricing, speed aggregates, third-party benchmark scores, and shared provider samples.
GPT-4
GPT-4 is stronger in benchmark categories (Coding) and operational dimensions (First-token latency, Free providers, Provider coverage).
GPT-4 Turbo
GPT-4 Turbo is stronger in benchmark categories (Reasoning, Math) and operational dimensions (Average speed).
Benchmark score comparison
Third-party benchmark profile synced into LMSpeed; only metrics available for both models are shown.
Category performance
Compare benchmark category scores on a 0-100 scale. Select a category to inspect the gap.
- Model A coverage
- 3 / 8
- Model B coverage
- 4 / 8
- Shared
- 3 shared categories
Avg. score
GPT-4
42.4
Avg. score
GPT-4 Turbo
46.5
Agents
No data
Coding
GPT-4 leads by 6.2
Reasoning
GPT-4 Turbo leads by 6.3
Knowledge
GPT-4 Turbo
Math
GPT-4 Turbo leads by 5.1
Multilingual
No data
Multimodal
No data
Instruction following
No data
Professional benchmark details
Metric-level scores with benchmark source, rank depth, confidence, error, and evaluation date where available.
Professional benchmark details
Metric-level scores with benchmark source, rank depth, confidence, error, and evaluation date where available.
GPT-4
$60.00/M
Rank #177/184 · confidence 4
GPT-4 Turbo
winner$30.00/M
Rank #173/184 · confidence 4
GPT-4
$37.50/M
Rank #182/184 · confidence 4
GPT-4 Turbo
winner$15.00/M
Rank #174/184 · confidence 4
GPT-4
$30.00/M
Rank #182/184 · confidence 4
GPT-4 Turbo
winner$10.00/M
Rank #174/184 · confidence 4
GPT-4
56.2%
Rank #121/129 · confidence 4
GPT-4 Turbo
winner69.4%
Rank #103/129 · confidence 4
GPT-4
56.8%
Rank #66/73 · confidence 4
GPT-4 Turbo
winner73.7%
Rank #57/73 · confidence 4
API audit comparison
Latest completed audits from shared providers, with four safety and integrity score groups plus report links.
API audit comparison
Latest completed audits from shared providers, with four safety and integrity score groups plus report links.
| Provider | GPT-4 | GPT-4 Turbo |
|---|---|---|
| No completed audits are available from shared providers yet. | ||
Provider examples
Speed aggregates and input/output pricing share each provider row for real API selection and migration cost checks.
Provider examples
Speed aggregates and input/output pricing share each provider row for real API selection and migration cost checks.
| Provider | GPT-4 | GPT-4 Turbo |
|---|---|---|
Dream API10 tests | GPT-4 speed / latency 42 tok/s / 819ms input / output No data | GPT-4 Turbo speed / latency 28 tok/s / 731ms input / output No data |
小水管 API5 tests | GPT-4 speed / latency N/A / N/A input / output No data | GPT-4 Turbo speed / latency 73 tok/s / 1218ms input / output No data |
42公益站0 tests | GPT-4 speed / latency N/A / N/A input / output No data | GPT-4 Turbo speed / latency N/A / N/A input / output No data |
AASS API0 tests | GPT-4 speed / latency N/A / N/A input / output No data | GPT-4 Turbo speed / latency N/A / N/A input / output No data |
AI API0 tests | GPT-4 speed / latency N/A / N/A input / output No data | GPT-4 Turbo speed / latency N/A / N/A input / output No data |
GPT-4 gpt-4 speed / latency No data input / output $0/request | GPT-4 Turbo gpt-4-turbo speed / latency No data input / output $0/request | |
GPT-4 gpt-4-all speed / latency No data input / output $0.011/request | GPT-4 Turbo gpt-4-turbo-2024-04-09 speed / latency No data input / output $1.10/M/$3.29/M | |
GPT-4 gpt-4-all speed / latency No data input / output $0.011/request | GPT-4 Turbo gpt-4-turbo-preview speed / latency No data input / output $1.10/M/$3.29/M | |
GPT-4 gpt-4-all speed / latency No data input / output $0.014/request | GPT-4 Turbo gpt-4-turbo-preview speed / latency No data input / output $0.685/M/$2.05/M | |
GPT-4 gpt-4-all speed / latency No data input / output $0.016/request | GPT-4 Turbo gpt-4-turbo speed / latency No data input / output $1.64/M/$4.93/M |
FAQ
Weighted outcome: GPT-4 Turbo. Benchmark capability categories carry 80%, while price, API performance, and availability carry 20%.
- Why is this comparison indexable?
- It has 6 verifiable comparison points, and both models have pricing or benchmark data.
- Are missing metrics invented?
- No. Metrics without LMSpeed data are omitted from this report.