Model Comparison
Reka Flash (Sep '24)
vs. Step 3.7 Flash
Comparing 2 AI models · 8 benchmarks · Reka AI, StepFun
Recommended Pick
St Step 3.7 Flash 5 metric wins Strongest on: Value, Throughput, TTFT
Best Value
Step 3.7 Flash
100.0 value score
47.8 reasoning / $0.44/1M
Lowest Price
Reka Flash (Sep '24)
$0.20/1M input price
Best Reasoning
Step 3.7 Flash
47.8 reasoning score
Blends available reasoning benchmarks
Best for Coding
Step 3.7 Flash
37.1 coding index
Composite Indices
Higher is better; speed and price are normalized
Standard Benchmarks
Only benchmarks with data are shown
Differences That Matter
Best value
Step 3.7 Flash has the strongest quality-to-price mix at 100.0 out of 100 value points.
Speed gap
Step 3.7 Flash generates about 4.2x as many tokens per second as Reka Flash (Sep '24).
Reasoning gap
Step 3.7 Flash leads Reka Flash (Sep '24) by 15.4 points on reasoning.
Top-pick rationale
Step 3.7 Flash wins 5 measurable categories, including Value, Throughput, TTFT, Reasoning.
Response Face-Off
Run one prompt through the selected models and compare response quality with live speed and cost context.
Reka Flash (Sep '24)
Reka AI
TTFT
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Time
—
tok/s
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Tokens
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Cost
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Step 3.7 Flash
StepFun
TTFT
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Time
—
tok/s
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Tokens
—
Cost
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Which answer was more useful?
Full Comparison
| Metric | Re Reka Flash (Sep '24) | Top Pick St Step 3.7 Flash |
|---|---|---|
| Pricing per 1M tokens | ||
| Input Cost | $0.20/1M | $0.20/1M |
| Output Cost | $0.80/1M | $1.15/1M |
| Blended (3:1) | $0.35/1M | $0.44/1M |
| Specifications | ||
| Organization | Reka AI | StepFun |
| Release Date | Oct 4, 2024 | May 29, 2026 |
| Performance & Speed | ||
| Throughput | 85.8 tok/s | 361.3 tok/s |
| TTFT | 1779ms | 789ms |
| Latency | 1779ms | 6325ms |
| Composite Indices | ||
| Value Score | 84.8 | 100.0 |
| Reasoning Score | 32.4 | 47.8 |
| Intelligence | 12.0 | 42.6 |
| Coding | — | 37.1 |
| Standard Benchmarks | ||
| GPQA | — | 80.9% |
| HLE | — | 19.9% |
| MATH 500 | 52.9% | — |
| SciCode | — | 40.0% |
| LCR | — | 63.7% |
| IFBench | — | 67.3% |
| TAU-bench v2 | — | 98.5% |
| TerminalBench Hard | — | 35.6% |
Key Takeaways
Reka Flash (Sep '24) offers the best value at $0.20/1M, making it ideal for high-volume applications and cost-conscious projects.
Step 3.7 Flash has the strongest reasoning profile with a 47.8 reasoning score, combining the available reasoning-heavy benchmarks.
Step 3.7 Flash reaches a 37.1 coding index, making it the top choice for software development and code generation tasks.
All models support context windows of ∞+ tokens, suitable for processing lengthy documents and maintaining extended conversations.
When to Choose Each Model
Reka Flash (Sep '24)
- Cost-sensitive applications
- High-volume processing
Step 3.7 Flash
- Complex reasoning tasks
- Research & analysis
- Code generation
- Software development
