Model Comparison
V4.1 Flash (Reasoning, Max Effort)
vs. Agnes 2.5 Pro Beta
Comparing 2 AI models · 0 benchmarks · DeepSeek, Sapiens AI
Recommended Pick
Strongest on: Value, Input price, Output price
Best Value
Agnes 2.5 Pro Beta
100.0 value score
35.2 reasoning / $0.15/1M
Lowest Price
Agnes 2.5 Pro Beta
$0.10/1M input price
Best Reasoning
V4.1 Flash (Reasoning, Max Effort)
39.5 reasoning score
Blends available reasoning benchmarks
Best for Coding
Agnes 2.5 Pro Beta
62.3 coding index
Differences That Matter
Best value
Agnes 2.5 Pro Beta has the strongest quality-to-price mix at 100.0 out of 100 value points.
Price gap
Agnes 2.5 Pro Beta is 3.0x cheaper on input tokens than V4.1 Flash (Reasoning, Max Effort).
Reasoning gap
V4.1 Flash (Reasoning, Max Effort) leads Agnes 2.5 Pro Beta by 4.3 points on reasoning.
Top-pick rationale
Agnes 2.5 Pro Beta wins 4 measurable categories, including Value, Input price, Output price, Blended price.
Response Face-Off
Run one prompt through the selected models and compare response quality with live speed and cost context.
V4.1 Flash (Reasoning, Max Effort)
DeepSeek
TTFT
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Time
—
tok/s
—
Tokens
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Cost
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Agnes 2.5 Pro Beta
Sapiens AI
TTFT
—
Time
—
tok/s
—
Tokens
—
Cost
—
Which answer was more useful?
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Full Comparison
| Metric | De V4.1 Flash (Reasoning, Max Effort) | Top Pick Sa Agnes 2.5 Pro Beta |
|---|---|---|
| Pricing per 1M tokens | ||
| Input Cost | $0.30/1M | $0.10/1M |
| Output Cost | $1.20/1M | $0.30/1M |
| Blended (3:1) | $0.52/1M | $0.15/1M |
| Specifications | ||
| Organization | DeepSeek | Sapiens AI |
| Release Date | Sep 10, 2026 | Aug 26, 2026 |
| Performance & Speed | ||
| Throughput | 194.3 tok/s | — |
| TTFT | 960ms | — |
| Latency | 11250ms | — |
| Composite Indices | ||
| Value Score | 32.1 | 100.0 |
| Reasoning Score | 39.5 | 35.2 |
| Intelligence | 39.5 | 35.2 |
| Coding | — | 62.3 |
Key Takeaways
Agnes 2.5 Pro Beta offers the best value at $0.10/1M,making it ideal for high-volume applications and cost-conscious projects.
V4.1 Flash (Reasoning, Max Effort) has the strongest reasoning profile with a 39.5 reasoning score,combining the available reasoning-heavy benchmarks.
Agnes 2.5 Pro Beta reaches a 62.3 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
V4.1 Flash (Reasoning, Max Effort)
- Complex reasoning tasks
- Research & analysis
Agnes 2.5 Pro Beta
- Cost-sensitive applications
- High-volume processing
- Code generation
- Software development
