Model Comparison
Ling 3.0 Flash
vs. Claude Opus 5 (Adaptive Reasoning, Xhigh Effort)
Comparing 2 AI models · 0 benchmarks · InclusionAI, Anthropic
Recommended Pick
Strongest on: Value, Input price, Output price
Best Value
Ling 3.0 Flash
100.0 value score
37.8 reasoning / $0.11/1M
Lowest Price
Ling 3.0 Flash
$0.07/1M input price
Best Reasoning
Claude Opus 5 (Adaptive Reasoning, Xhigh Effort)
62.5 reasoning score
Blends available reasoning benchmarks
Best for Coding
Claude Opus 5 (Adaptive Reasoning, Xhigh Effort)
77.0 coding index
Differences That Matter
Best value
Ling 3.0 Flash has the strongest quality-to-price mix at 100.0 out of 100 value points.
Price gap
Ling 3.0 Flash is 71.4x cheaper on input tokens than Claude Opus 5 (Adaptive Reasoning, Xhigh Effort).
Speed gap
Ling 3.0 Flash generates about 7.0x as many tokens per second as Claude Opus 5 (Adaptive Reasoning, Xhigh Effort).
Reasoning gap
Claude Opus 5 (Adaptive Reasoning, Xhigh Effort) leads Ling 3.0 Flash by 24.7 points on reasoning.
Coding gap
Claude Opus 5 (Adaptive Reasoning, Xhigh Effort) leads Ling 3.0 Flash by 26.4 points on coding.
Response Face-Off
Run one prompt through the selected models and compare response quality with live speed and cost context.
Ling 3.0 Flash
InclusionAI
TTFT
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Time
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tok/s
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Tokens
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Cost
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Claude Opus 5 (Adaptive Reasoning, Xhigh Effort)
Anthropic
TTFT
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Time
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tok/s
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Tokens
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Cost
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Which answer was more useful?
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Full Comparison
| Metric | Top Pick In Ling 3.0 Flash | An Claude Opus 5 (Adaptive Reasoning, Xhigh Effort) |
|---|---|---|
| Pricing per 1M tokens | ||
| Input Cost | $0.07/1M | $5.00/1M |
| Output Cost | $0.22/1M | $25.00/1M |
| Blended (3:1) | $0.11/1M | $10.00/1M |
| Specifications | ||
| Organization | InclusionAI | Anthropic |
| Release Date | Aug 4, 2026 | Jul 24, 2026 |
| Performance & Speed | ||
| Throughput | 389.3 tok/s | 55.4 tok/s |
| TTFT | 2440ms | 37410ms |
| Latency | 7580ms | 37410ms |
| Composite Indices | ||
| Value Score | 100.0 | 1.8 |
| Reasoning Score | 37.8 | 62.5 |
| Intelligence | 37.8 | 62.5 |
| Coding | 50.6 | 77.0 |
Key Takeaways
Ling 3.0 Flash offers the best value at $0.07/1M,making it ideal for high-volume applications and cost-conscious projects.
Claude Opus 5 (Adaptive Reasoning, Xhigh Effort) has the strongest reasoning profile with a 62.5 reasoning score,combining the available reasoning-heavy benchmarks.
Claude Opus 5 (Adaptive Reasoning, Xhigh Effort) reaches a 77.0 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
Ling 3.0 Flash
- Cost-sensitive applications
- High-volume processing
Claude Opus 5 (Adaptive Reasoning, Xhigh Effort)
- Complex reasoning tasks
- Research & analysis
- Code generation
- Software development
