Data points: 76
Model compare
DeepSeek V4 Flash vs GPT-4
The readout for DeepSeek V4 Flash and GPT-4, before the detailed comparison sheet.
Key Takeaways
Weighted outcome: GPT-4. Benchmark capability categories carry 80%, while price, API performance, and availability carry 20%.
Decision read
GPT-4
GPT-4 has the higher weighted result; Model A / B score 42.7 to 57.3.
Evidence depth
76 data points
Includes 5 benchmark rows, 0 audit samples, and 10 provider examples.
Selection signal
Start with GPT-4
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 DeepSeek V4 Flash and GPT-4: pricing, speed aggregates, third-party benchmark scores, and shared provider samples.
| Model compare | DeepSeek V4 Flash | GPT-4 |
|---|---|---|
| Overall leader | Contender | Leading |
| Weighted overall score | 42.7 pts | 57.3 pts |
| Benchmark category leads | 1 categories | 2 categories |
| Operational advantages | Cheapest input price, Average speed, Free providers, Provider coverage | First-token latency |
| Context window | 1.0M tokens | 8.2K tokens |
| Max output | 384K tokens | 4.1K tokens |
| Modalities | Input Text Output Text | Input Text Output Text |
| Features | Text inputText outputTool callingStructured outputsJSON modeReasoning | Text 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 | DeepSeek V4 Flash | GPT-4 |
|---|---|---|
| Developer | DeepSeek | OpenAI |
| Released | Apr 2026 | May 2023 |
| Parameters | No data | No data |
| Tokenizer | DeepSeek | GPT |
| Knowledge cutoff | No data | 2021-09-30 |
| OpenRouter ID | deepseek/deepseek-v4-flash | openai/gpt-4 |
| References | No data | No data |
When to choose each model
This report only uses LMSpeed data for DeepSeek V4 Flash and GPT-4: pricing, speed aggregates, third-party benchmark scores, and shared provider samples.
DeepSeek V4 Flash
DeepSeek V4 Flash is stronger in benchmark categories (Reasoning) and operational dimensions (Cheapest input price, Average speed, Free providers, Provider coverage).
GPT-4
GPT-4 is stronger in benchmark categories (Coding, Math) and operational dimensions (First-token latency).
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
- 5 / 8
- Model B coverage
- 3 / 8
- Shared
- 3 shared categories
Avg. score
DeepSeek V4 Flash
43.3
Avg. score
GPT-4
41.2
Agents
DeepSeek V4 Flash
Coding
GPT-4 leads by 2.3
Reasoning
DeepSeek V4 Flash leads by 16.5
Knowledge
DeepSeek V4 Flash
Math
GPT-4 leads by 8.1
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.
DeepSeek V4 Flash
winner$0.280/M
Rank #10/186 · confidence 4
GPT-4
$60.00/M
Rank #179/186 · confidence 4
DeepSeek V4 Flash
winner$0.168/M
Rank #13/186 · confidence 4
GPT-4
$37.50/M
Rank #184/186 · confidence 4
DeepSeek V4 Flash
winner$0.130/M
Rank #18/186 · confidence 4
GPT-4
$30.00/M
Rank #184/186 · confidence 4
DeepSeek V4 Flash
winner86.4%
Rank #17/129 · confidence 2 · eval date 2026-07-31
GPT-4
56.2%
Rank #121/129 · confidence 4
DeepSeek V4 Flash
winner86.7%
Rank #56/218 · confidence 4
GPT-4
34.9%
Rank #211/218 · 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 | DeepSeek V4 Flash | GPT-4 |
|---|---|---|
| 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 | DeepSeek V4 Flash | GPT-4 |
|---|---|---|
小水管 API20 tests | DeepSeek V4 Flash speed / latency 83 tok/s / 5114ms input / output No data | GPT-4 speed / latency N/A / N/A input / output No data |
9527 API10 tests | DeepSeek V4 Flash speed / latency 31 tok/s / 7293ms input / output No data | GPT-4 speed / latency N/A / N/A input / output No data |
Seamee API10 tests | DeepSeek V4 Flash speed / latency 143 tok/s / 1761ms input / output No data | GPT-4 speed / latency N/A / N/A input / output No data |
Sub2API10 tests | DeepSeek V4 Flash speed / latency 49 tok/s / 5413ms input / output No data | GPT-4 speed / latency N/A / N/A input / output No data |
YUNWU API10 tests | DeepSeek V4 Flash speed / latency 74 tok/s / 2820ms input / output No data | GPT-4 speed / latency N/A / N/A input / output No data |
DeepSeek V4 Flash deepseek-v4-flash speed / latency No data input / output $0/M/$0/M | GPT-4 gpt-4 speed / latency No data input / output $2.05/M/$4.11/M | |
DeepSeek V4 Flash deepseek-v4-flash-0731 speed / latency No data input / output $0/request | GPT-4 gpt-4 speed / latency No data input / output $0/request | |
DeepSeek V4 Flash deepseek-v4-flash-free speed / latency No data input / output $0.0010/request | GPT-4 gpt-4-all speed / latency No data input / output $69.00/M/$138.00/M | |
DeepSeek V4 Flash deepseek-v4-flash speed / latency No data input / output $0.0034/request | GPT-4 gpt-4-all speed / latency No data input / output $0.014/request | |
DeepSeek V4 Flash deepseek-v4-flash speed / latency No data input / output $0.096/M/$0.192/M | GPT-4 gpt-4-all speed / latency No data input / output $0.011/request |
FAQ
Weighted outcome: GPT-4. 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.