Model Comparison
Ling 3.1 Flash 1019
vs. Claude Sonnet 5.5 (Max, Default Fallback)
Comparing 2 AI models · 0 benchmarks · InclusionAI, Anthropic
Recommended Pick
Strongest on: Value, Input price, Output price
Best Value
Ling 3.1 Flash 1019
100.0 value score
43.9 reasoning / $0.45/1M
Lowest Price
Ling 3.1 Flash 1019
$0.30/1M input price
Best Reasoning
Claude Sonnet 5.5 (Max, Default Fallback)
56.0 reasoning score
Blends available reasoning benchmarks
Differences That Matter
Best value
Ling 3.1 Flash 1019 has the strongest quality-to-price mix at 100.0 out of 100 value points.
Price gap
Ling 3.1 Flash 1019 is 6.7x cheaper on input tokens than Claude Sonnet 5.5 (Max, Default Fallback).
Reasoning gap
Claude Sonnet 5.5 (Max, Default Fallback) leads Ling 3.1 Flash 1019 by 12.1 points on reasoning.
Top-pick rationale
Ling 3.1 Flash 1019 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.
Ling 3.1 Flash 1019
InclusionAI
TTFT
—
Time
—
tok/s
—
Tokens
—
Cost
—
Claude Sonnet 5.5 (Max, Default Fallback)
Anthropic
TTFT
—
Time
—
tok/s
—
Tokens
—
Cost
—
Which answer was more useful?
Secure AI Chat made in Europe
Use open-weight models like DeepSeek, Qwen and Kimi in one app.
EU-hosted open models, one API
Servers in Germany & Finland. Operated by a German company under the GDPR, DPA available, ISO 27001-certified data centres.
Full Comparison
| Metric | Top Pick In Ling 3.1 Flash 1019 | An Claude Sonnet 5.5 (Max, Default Fallback) |
|---|---|---|
| Pricing per 1M tokens | ||
| Input Cost | $0.30/1M | $2.00/1M |
| Output Cost | $0.90/1M | $10.00/1M |
| Blended (3:1) | $0.45/1M | $4.00/1M |
| Specifications | ||
| Organization | InclusionAI | Anthropic |
| Release Date | Oct 22, 2026 | Sep 28, 2026 |
| Performance & Speed | ||
| Throughput | — | 132.9 tok/s |
| TTFT | — | 367290ms |
| Latency | — | 367290ms |
| Composite Indices | ||
| Value Score | 100.0 | 14.4 |
| Reasoning Score | 43.9 | 56.0 |
| Intelligence | 43.9 | 56.0 |
Key Takeaways
Ling 3.1 Flash 1019 offers the best value at $0.30/1M,making it ideal for high-volume applications and cost-conscious projects.
Claude Sonnet 5.5 (Max, Default Fallback) has the strongest reasoning profile with a 56.0 reasoning score,combining the available reasoning-heavy benchmarks.
All models support context windows of ∞+ tokens,suitable for processing lengthy documents and maintaining extended conversations.
When to Choose Each Model
Ling 3.1 Flash 1019
- Cost-sensitive applications
- High-volume processing
Claude Sonnet 5.5 (Max, Default Fallback)
- Complex reasoning tasks
- Research & analysis
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