Model Comparison
Olmo 3 7B Instruct
vs. Qwen3 235B A22B (Non-reasoning)
Comparing 2 AI models · 12 benchmarks · Allen Institute for AI, Alibaba
Recommended Pick
AlQwen3 235B A22B (Non-reasoning)10 metric winsStrongest on: Throughput, Reasoning, Intelligence
Best Value
Olmo 3 7B Instruct
100.0 value score
26.2 reasoning / $0.13/1M
Lowest Price
Olmo 3 7B Instruct
$0.10/1M input price
Best Reasoning
Qwen3 235B A22B (Non-reasoning)
35.3 reasoning score
Blends available reasoning benchmarks
Composite Indices
Higher is better; speed and price are normalized
Standard Benchmarks
Only benchmarks with data are shown
Differences That Matter
Best value
Olmo 3 7B Instruct has the strongest quality-to-price mix at 100.0 out of 100 value points.
Price gap
Olmo 3 7B Instruct is 7.0x cheaper on input tokens than Qwen3 235B A22B (Non-reasoning).
Reasoning gap
Qwen3 235B A22B (Non-reasoning) leads Olmo 3 7B Instruct by 9.1 points on reasoning.
Top-pick rationale
Qwen3 235B A22B (Non-reasoning) wins 10 measurable categories, including Throughput, Reasoning, Intelligence, GPQA.
Response Face-Off
Run one prompt through the selected models and compare response quality with live speed and cost context.
Olmo 3 7B Instruct
Allen Institute for AI
TTFT
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Time
—
tok/s
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Tokens
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Cost
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Qwen3 235B A22B (Non-reasoning)
Alibaba
TTFT
—
Time
—
tok/s
—
Tokens
—
Cost
—
Which answer was more useful?
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Full Comparison
| Metric | Al Olmo 3 7B Instruct | Top Pick Al Qwen3 235B A22B (Non-reasoning) |
|---|---|---|
| Pricing per 1M tokens | ||
| Input Cost | $0.10/1M | $0.70/1M |
| Output Cost | $0.20/1M | $2.80/1M |
| Blended (3:1) | $0.13/1M | $1.22/1M |
| Specifications | ||
| Organization | Allen Institute for AI | Alibaba |
| Release Date | Nov 20, 2025 | Apr 28, 2025 |
| Performance & Speed | ||
| Throughput | — | 66.2 tok/s |
| TTFT | — | 1199ms |
| Latency | — | 1199ms |
| Composite Indices | ||
| Value Score | 100.0 | 13.7 |
| Reasoning Score | 26.2 | 35.3 |
| Intelligence | 2.8 | 10.9 |
| Math | 41.3 | 23.7 |
| Standard Benchmarks | ||
| GPQA | 40.0% | 61.3% |
| MMLU Pro | 52.2% | 76.2% |
| HLE | 5.8% | 4.7% |
| LiveCodeBench | 26.6% | 34.3% |
| MATH 500 | — | 90.2% |
| AIME 2025 | 41.3% | 23.7% |
| AIME (Original) | — | 32.7% |
| SciCode | 10.3% | 29.9% |
| LCR | 0.0% | 0.0% |
| IFBench | 32.8% | 36.6% |
| TAU-bench v2 | 12.6% | 27.2% |
| TerminalBench Hard | 0.0% | 6.1% |
Key Takeaways
Olmo 3 7B Instruct offers the best value at $0.10/1M,making it ideal for high-volume applications and cost-conscious projects.
Qwen3 235B A22B (Non-reasoning) has the strongest reasoning profile with a 35.3 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
Olmo 3 7B Instruct
- Cost-sensitive applications
- High-volume processing
Qwen3 235B A22B (Non-reasoning)
- Complex reasoning tasks
- Research & analysis
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