GPT-5.2 vs Llama 4 Scout
Benchmarks, API pricing and specs, head to head. Data updated 2026-06-10.
OpenAI · Dec 2025
The December 2025 GPT-5 refresh: stronger coding and agentic skills than GPT-5.1 at a moderate price, now the value pick in OpenAI's lineup.
Meta · Apr 2025
A 10M-token context window — still the largest ever shipped — in a 109B MoE that fits on a single H100.
The verdict
These two models don't yet share verified results on the benchmarks we track, so judge them on specs, pricing and intended use. On price the gap is dramatic: Llama 4 Scout works out roughly 17x cheaper per blended million tokens. Llama 4 Scout also takes 10M of context versus 400K for GPT-5.2. And Llama 4 Scout is open-weights (Llama 4 Community License), so it can be self-hosted — a structural advantage if data control or vendor independence matters.
Specs & pricing
| GPT-5.2 | Llama 4 Scout | |
|---|---|---|
| modhub Index | — | — |
| Input price / 1M | $1.75 | $0.18 |
| Output price / 1M | $14 | $0.59 |
| Context window | 400K | 10M |
| Max output | 128K | — |
| Open weights | no | yes (Llama 4 Community License) |
| Reasoning model | yes | no |
| Multimodal input | text, image | text, image |
| Knowledge cutoff | Aug 2025 | Aug 2024 |
| Released | Dec 2025 | Apr 2025 |
| Example monthly cost* | $38.50 | $2.68 |
* 10M input + 1.5M output tokens per month at list prices, no caching. Green = better value on that row.
Frequently asked questions
- Which is better, GPT-5.2 or Llama 4 Scout?
- These two models don't yet share verified results on the benchmarks we track, so judge them on specs, pricing and intended use. On price the gap is dramatic: Llama 4 Scout works out roughly 17x cheaper per blended million tokens. Llama 4 Scout also takes 10M of context versus 400K for GPT-5.2. And Llama 4 Scout is open-weights (Llama 4 Community License), so it can be self-hosted — a structural advantage if data control or vendor independence matters.
- Which is cheaper, GPT-5.2 or Llama 4 Scout?
- GPT-5.2 costs $1.75/$14 per million input/output tokens, while Llama 4 Scout costs $0.18/$0.59. For a typical workload of 10M input and 1.5M output tokens per month, that's $38.50 versus $2.68.
- Which model is better for coding, GPT-5.2 or Llama 4 Scout?
- We don't yet track SWE-bench Verified results for both models; check their individual pages for coding-related scores.