Model Comparison
Olmo 3.1 32B Think
vs. Solar Mini
Comparing 2 AI models · 11 benchmarks · Allen Institute for AI, Upstage
Recommended Pick
AlOlmo 3.1 32B Think6 metric winsStrongest on: Input price, Output price, TTFT
Lowest Price
Olmo 3.1 32B Think
$0.00/1M input price
Best Reasoning
Olmo 3.1 32B Think
45.6 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
Price gap
Olmo 3.1 32B Think is ∞x cheaper on input tokens than Solar Mini.
Reasoning gap
Olmo 3.1 32B Think leads Solar Mini by 25.9 points on reasoning.
Top-pick rationale
Olmo 3.1 32B Think wins 6 measurable categories, including Input price, Output price, TTFT, Latency.
Response Face-Off
Run one prompt through the selected models and compare response quality with live speed and cost context.
Olmo 3.1 32B Think
Allen Institute for AI
TTFT
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Time
—
tok/s
—
Tokens
—
Cost
—
Solar Mini
Upstage
TTFT
—
Time
—
tok/s
—
Tokens
—
Cost
—
Which answer was more useful?
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Full Comparison
| Metric | Top Pick Al Olmo 3.1 32B Think | Up Solar Mini |
|---|---|---|
| Pricing per 1M tokens | ||
| Input Cost | $0.00/1M | $0.15/1M |
| Output Cost | $0.00/1M | $0.15/1M |
| Blended (3:1) | — | $0.15/1M |
| Specifications | ||
| Organization | Allen Institute for AI | Upstage |
| Release Date | Dec 12, 2025 | Jan 25, 2024 |
| Performance & Speed | ||
| Throughput | — | 77.9 tok/s |
| TTFT | — | 750ms |
| Latency | — | 750ms |
| Composite Indices | ||
| Value Score | — | 100.0 |
| Reasoning Score | 45.6 | 19.7 |
| Intelligence | 8.1 | 6.2 |
| Math | 77.3 | — |
| Standard Benchmarks | ||
| GPQA | 59.1% | — |
| MMLU Pro | 76.3% | — |
| HLE | 6.0% | — |
| LiveCodeBench | 69.5% | — |
| MATH 500 | — | 33.1% |
| AIME 2025 | 77.3% | — |
| SciCode | 29.3% | — |
| LCR | 0.0% | — |
| IFBench | 66.0% | — |
| TAU-bench v2 | 0.0% | 20.2% |
| TerminalBench Hard | 0.0% | — |
Key Takeaways
Olmo 3.1 32B Think offers the best value at $0.00/1M,making it ideal for high-volume applications and cost-conscious projects.
Olmo 3.1 32B Think has the strongest reasoning profile with a 45.6 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 3.1 32B Think
- Cost-sensitive applications
- High-volume processing
- Complex reasoning tasks
- Research & analysis
Solar Mini
- General-purpose AI
- Versatile applications
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