Model vs model
GPT OSS 20B vs Laguna S 2.1
At a glance
Longer bar means the bigger number.
Open or closed · can you download the model and run it yourself?
Blended price · per 1M tokens, lower is better
Context window · tokens it can read at once
Where they sit among all 44 models
GPT OSS 20B ranks 41st of the 43 models with an Intelligence Index. Up and to the left is smarter for less money. Hover or tap a dot for its numbers, then click it to compare that model with GPT OSS 20B.
Which one to pick
Pick GPT OSS 20B if
- you want the lower bill ($0.06 vs $0.11 per 1M tokens blended)
Pick Laguna S 2.1 if
- you need a longer context window (1M vs 131K tokens)
How smart is each one?
Every intelligence score we have
Out of 100, higher is better. GPT OSS 20B Laguna S 2.1
Laguna S 2.1 has no Artificial Analysis scores yet, so only our own tests compare them.
Overall
Intelligence Index
10
By area
Math
62.3
Benchmarks
Hard reasoning · Humanity's Last Exam
5.3Science · GPQA Diamond
61.1Knowledge · MMLU-Pro
71.8Competitive coding · LiveCodeBench
65.2Instruction following · IFBench
57.8Long documents · AA-LCR
31Competition math · AIME 2025
62.3Uncensored · UGI
12.4
The specs
| Spec | GPT OSS 20B | Laguna S 2.1 |
|---|---|---|
| Input price | $0.03 per 1M | $0.09 per 1M |
| Output price | $0.14 per 1M | $0.18 per 1M |
| Cost per test task | Not tested | Not tested |
| Context window | 131K | 1M |
| Max output | 8K | 131K |
| Accepts | Text | Text |
| Open weights | Yes | Yes |
| Lab | OpenAI | Poolside |
| Released | Aug 2025 | Jul 2026 |
| Knowledge cutoff | Jun 2024 | Not published |
Blended price weighs 3 parts input to 1 part output. List prices from models.dev.
Questions
Is GPT OSS 20B or Laguna S 2.1 cheaper?
GPT OSS 20B is cheaper. It charges $0.03 per 1M input tokens and $0.14 per 1M output tokens, against $0.09 and $0.18 for Laguna S 2.1. Blended 3 parts input to 1 part output, that is $0.06 against $0.11 per 1M tokens.
Are GPT OSS 20B and Laguna S 2.1 open source?
Both are open-weights models: OpenAI and Poolside publish the weights, so you can download them and run them on your own hardware, or call them through any host's API. Check each model's license before you ship it.
Which has the longer context window?
Laguna S 2.1 accepts 1M tokens, against 131K for GPT OSS 20B.
Can I compare GPT OSS 20B and Laguna S 2.1 on my own prompt?
Yes. ModelCompare sends one prompt to both models at once and shows each answer side by side with what it cost. You can try it free without an account.
Related comparisons
Where the numbers come from
Intelligence Index and benchmark scores are from Artificial Analysis, at each model’s highest effort, except SimpleQA, which is from Epoch AI, and the Uncensored score, which is from the UGI Leaderboard. The hallucination test is ours: questions with one exact answer, fake evidence pushed against right answers and requests that tempt a model to name packages that don’t exist. Prices are list prices from models.dev. Example answers come from our own test runs. Updated October 26, 2026.