Granite Guardian 3.0 8B vs Llama 2 7B
Granite Guardian 3.0 8B (2025) and Llama 2 7B (2023) are compact production models from IBM Research and AI at Meta. Granite Guardian 3.0 8B ships a 8k-token context window, while Llama 2 7B ships a 4k-token context window. This comparison covers specs, pricing, API access, capabilities, benchmarks, input and output token costs, and production fit for coding and agent workloads.
Granite Guardian 3.0 8B is safer overall; choose Llama 2 7B when provider fit matters.
Decision scorecard
Local evidence first| Signal | Granite Guardian 3.0 8B | Llama 2 7B |
|---|---|---|
| Best for | general production evaluation | general production evaluation |
| Decision fit | Classification | Coding and Classification |
| Context window | 8k | 4k |
| Cheapest output | - | $0.20/1M tokens |
| Provider routes | 1 tracked | 1 tracked |
| Shared benchmarks | 0 shared | 0 shared |
Decision tradeoffs
- Granite Guardian 3.0 8B has the larger context window for long prompts, retrieval packs, or transcript analysis.
- Local decision data tags Granite Guardian 3.0 8B for Classification.
- Local decision data tags Llama 2 7B for Coding and Classification.
Monthly cost at traffic
Estimate token spend from the cheapest tracked input and output route or tier on this page.
Granite Guardian 3.0 8B
Unavailable
No complete token price in local provider data
Llama 2 7B
$210
Cheapest tracked route/tier: Fireworks AI
Cost delta unavailable until both models have sourced input and output token prices.
Switch friction
- No overlapping tracked provider route is sourced for Granite Guardian 3.0 8B and Llama 2 7B; plan for SDK, billing, or endpoint changes.
- No overlapping tracked provider route is sourced for Llama 2 7B and Granite Guardian 3.0 8B; plan for SDK, billing, or endpoint changes.
Specs
| Specification | ||
|---|---|---|
| Released | 2025-03-01 | 2023-07-18 |
| Context window | 8k | 4k |
| Parameters | 8B | 7B |
| Architecture | Decoder Only | Decoder Only |
| License | Apache 2.0OSI-approved | Llama 2 Community |
| Openness | Open source | Open weights |
| Weights | Unknown | Available |
| Code | Unknown | Unknown |
| Commercial use | Commercial use: permitted | Commercial use: conditional |
| Knowledge cutoff | 2024-04 | 2022-09 |
Pricing and availability
| Pricing attribute | Granite Guardian 3.0 8B | Llama 2 7B |
|---|---|---|
| Input price | - | $0.20/1M tokens |
| Output price | - | $0.20/1M tokens |
| Providers |
Capabilities
| Capability | Granite Guardian 3.0 8B | Llama 2 7B |
|---|---|---|
| Vision | No | No |
| Multimodal | No | No |
| Reasoning | No | No |
| JSON / Tool use | No | No |
| Structured outputs | No | No |
| Code execution | No | No |
| IDE integration | No | No |
| Computer use | No | No |
| Parallel agents | No | No |
Benchmarks
No shared benchmark scores are currently available for this pair.
Continue comparing
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Last reviewed: 2026-09-18. Data sourced from public model cards and provider documentation.