Compare / Falcon H1R 7B vs OLMo 3 7B Think
Falcon H1R 7B vs OLMo 3 7B Think
Updated November 2026
Verdict
Falcon H1R 7B scores higher on the Small LM Index: 57.5 vs 43.4. On the 3 benchmarks both labs report, Falcon H1R 7B wins 3 and OLMo 3 7B Think wins 0. Falcon H1R 7B is smaller: it needs about 5.6 GB of memory at 4-bit, against 7.8 GB for OLMo 3 7B Think. Neither model has a hosted API on OpenRouter, so you would run both yourself.
Pick Falcon H1R 7B if…
- you want the strongest model overall
- you need math and reasoning
- you need precise instruction following
- you have limited memory (about 5.6 GB at 4-bit)
- you work with long documents
Pick OLMo 3 7B Think if…
- you need a permissive license (Apache-2.0)
- you want the more widely used model (more quantized builds and community support)
Specifications
| Falcon H1R 7B | OLMo 3 7B Think | |
|---|---|---|
| Small LM Index | 57.5 (likely 54–61) | 43.4 (likely 39–48) |
| Lab | TII (Falcon) · Other | Ai2 (OLMo) · United States |
| Released | 2026-01-05 | 2025-11-20 |
| Parameters | 7.6B (dense) | 7.3B (dense) |
| Memory at 4-bit | ~5.6 GB | ~7.8 GB |
| Context window | 262K tokens | 64K tokens |
| Input | text | text |
| Reasoning | Always thinks | Always thinks |
| License | Falcon LLM License | Apache-2.0 |
| API price / 1M tokens | Self-host only | Self-host only |
| Hugging Face downloads (30 days) | 2.4K | 94.8K |
Benchmarks
Higher is better. Bold marks the winner where both labs report a score. ≈ marks the index model's estimate for a score that wasn't reported, ✓ an independent measurement and * a score measured by another lab.
| Benchmark | Falcon H1R 7B | OLMo 3 7B Think |
|---|---|---|
| MMLU-Pro Knowledge | 72.1 | ≈ 68 |
| GPQA Diamond Knowledge | 61.3 | 46.2 |
| Humanity's Last Exam Reasoning | 11.1 | ≈ 5 |
| AIME Math | 83.1 | 64.6 |
| IFBench Instruction following | 53.4 | 41.6 |
| MMLU Knowledge | — | 77.8 |
| IFEval Instruction following | — | 88.2 |
| MATH-500 Math | 97.4 | — |
| HMMT Math | 64.9 | — |
Scores are mostly reported by each lab with its own settings, so small gaps are noise. See the methodology. Open in the interactive comparison to add more models.
Questions
Which is better, Falcon H1R 7B or OLMo 3 7B Think?
Falcon H1R 7B scores higher on the Small LM Index: 57.5 vs 43.4. On the 3 benchmarks both labs report, Falcon H1R 7B wins 3 and OLMo 3 7B Think wins 0.
Which is cheaper to run?
Neither model has a hosted API on OpenRouter, so you would run both yourself. Falcon H1R 7B is smaller: it needs about 5.6 GB of memory at 4-bit, against 7.8 GB for OLMo 3 7B Think.
Which has the longer context window?
Falcon H1R 7B has the longer context window: 262K tokens against 64K.
Can I use Falcon H1R 7B and OLMo 3 7B Think commercially?
Falcon H1R 7B is released under Falcon LLM License and OLMo 3 7B Think under Apache-2.0. Apache 2.0 and MIT allow commercial use; other licenses can add conditions, so read the license before shipping a product.