Model Comparison
gpt-oss-20b (high)
vs. Ling 3.0 Flash
Comparing 2 AI models · 0 benchmarks · OpenAI, InclusionAI
Recommended Pick
Strongest on: Value, Throughput, Latency
Best Value
Ling 3.0 Flash
100.0 value score
24.9 reasoning / $0.11/1M
Lowest Price
gpt-oss-20b (high)
$0.06/1M input price
Best Reasoning
Ling 3.0 Flash
24.9 reasoning score
Blends available reasoning benchmarks
Best for Coding
Ling 3.0 Flash
50.6 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
gpt-oss-20b (high) is 1.2x cheaper on input tokens than Ling 3.0 Flash.
Speed gap
Ling 3.0 Flash generates about 1.6x as many tokens per second as gpt-oss-20b (high).
Reasoning gap
Ling 3.0 Flash leads gpt-oss-20b (high) by 15.9 points on reasoning.
Coding gap
Ling 3.0 Flash leads gpt-oss-20b (high) by 29.9 points on coding.
Response Face-Off
Run one prompt through the selected models and compare response quality with live speed and cost context.
gpt-oss-20b (high)
OpenAI
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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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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Which answer was more useful?
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OpenAI-compatible inference
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Full Comparison
| Metric | Op gpt-oss-20b (high) | Top Pick In Ling 3.0 Flash |
|---|---|---|
| Pricing per 1M tokens | ||
| Input Cost | $0.06/1M | $0.07/1M |
| Output Cost | $0.19/1M | $0.22/1M |
| Blended (3:1) | $0.09/1M | $0.11/1M |
| Specifications | ||
| Organization | OpenAI | InclusionAI |
| Release Date | Aug 5, 2025 | Aug 4, 2026 |
| Performance & Speed | ||
| Throughput | 198.1 tok/s | 310.0 tok/s |
| TTFT | 790ms | 2510ms |
| Latency | 10880ms | 8960ms |
| Composite Indices | ||
| Value Score | 42.0 | 100.0 |
| Reasoning Score | 9.0 | 24.9 |
| Intelligence | 9.0 | 24.9 |
| Coding | 20.7 | 50.6 |
Key Takeaways
gpt-oss-20b (high) offers the best value at $0.06/1M,making it ideal for high-volume applications and cost-conscious projects.
Ling 3.0 Flash has the strongest reasoning profile with a 24.9 reasoning score,combining the available reasoning-heavy benchmarks.
Ling 3.0 Flash reaches a 50.6 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
gpt-oss-20b (high)
- Cost-sensitive applications
- High-volume processing
Ling 3.0 Flash
- Complex reasoning tasks
- Research & analysis
- Code generation
- Software development
