Model Comparison
Olmo 3.1 32B Instruct
vs. Phi-4 Multimodal Instruct
Comparing 2 AI models · 11 benchmarks · Allen Institute for AI, Microsoft
Recommended Pick
AlOlmo 3.1 32B Instruct6 metric winsStrongest on: TTFT, Latency, Intelligence
Lowest Price
Olmo 3.1 32B Instruct
$0.00/1M input price
Best Reasoning
Phi-4 Multimodal Instruct
23.8 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
Reasoning gap
Phi-4 Multimodal Instruct leads Olmo 3.1 32B Instruct by 2.0 points on reasoning.
Top-pick rationale
Olmo 3.1 32B Instruct wins 6 measurable categories, including TTFT, Latency, Intelligence, GPQA.
Response Face-Off
Run one prompt through the selected models and compare response quality with live speed and cost context.
Olmo 3.1 32B Instruct
Allen Institute for AI
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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Phi-4 Multimodal Instruct
Microsoft
TTFT
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Time
—
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 Al Olmo 3.1 32B Instruct | Mi Phi-4 Multimodal Instruct |
|---|---|---|
| Pricing per 1M tokens | ||
| Input Cost | $0.00/1M | $0.00/1M |
| Output Cost | $0.00/1M | $0.00/1M |
| Specifications | ||
| Organization | Allen Institute for AI | Microsoft |
| Release Date | Jan 13, 2026 | Feb 26, 2025 |
| Performance & Speed | ||
| Throughput | — | 16.9 tok/s |
| TTFT | — | 364ms |
| Latency | — | 364ms |
| Composite Indices | ||
| Reasoning Score | 21.8 | 23.8 |
| Intelligence | 6.5 | 4.5 |
| Standard Benchmarks | ||
| GPQA | 53.9% | 31.5% |
| MMLU Pro | — | 48.5% |
| HLE | 4.9% | 4.4% |
| LiveCodeBench | — | 13.1% |
| MATH 500 | — | 69.3% |
| AIME (Original) | — | 9.3% |
| SciCode | 16.7% | 11.0% |
| LCR | 0.0% | — |
| IFBench | 39.2% | — |
| TAU-bench v2 | 21.3% | — |
| TerminalBench Hard | 0.0% | — |
Key Takeaways
Olmo 3.1 32B Instruct offers the best value at $0.00/1M,making it ideal for high-volume applications and cost-conscious projects.
Phi-4 Multimodal Instruct has the strongest reasoning profile with a 23.8 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 Instruct
- Cost-sensitive applications
- High-volume processing
Phi-4 Multimodal Instruct
- Complex reasoning tasks
- Research & analysis
