Gemma 7B Instruct vs Llama 3 8B Instruct
Gemma 7B Instruct (2024) and Llama 3 8B Instruct (2024) are compact production models from Google DeepMind and AI at Meta. Gemma 7B Instruct ships a 8k-token context window, while Llama 3 8B Instruct ships a 8k-token context window. On Google-Proof Q&A, Gemma 7B Instruct leads by 6 pts. This comparison covers specs, pricing, API access, capabilities, benchmarks, input and output token costs, and production fit for coding and agent workloads.
Llama 3 8B Instruct is ~150% cheaper at $0.02/1M; pay for Gemma 7B Instruct only for provider fit.
Decision scorecard
Local evidence first| Signal | Gemma 7B Instruct | Llama 3 8B Instruct |
|---|---|---|
| Best for | provider-routed production | provider-routed production |
| Decision fit | Coding, Classification, and JSON / Tool use | Coding, Classification, and JSON / Tool use |
| Context window | 8k | 8k |
| Cheapest output | $0.25/1M tokens | $0.05/1M tokens |
| Provider routes | 8 tracked | 17 tracked |
| Shared benchmarks | Google-Proof Q&A leader | 5 shared |
Decision tradeoffs
- Gemma 7B Instruct holds a shared-benchmark lead on Google-Proof Q&A, ahead by 6 points.
- Local decision data tags Gemma 7B Instruct for Coding, Classification, and JSON / Tool use.
- Llama 3 8B Instruct holds a shared-benchmark lead on Instruction-Following Evaluation, ahead by 16.9 points.
- Llama 3 8B Instruct has the lower cheapest tracked output price at $0.05/1M tokens.
- Llama 3 8B Instruct has broader tracked provider coverage for fallback and route flexibility.
- Local decision data tags Llama 3 8B Instruct for Coding, Classification, and JSON / Tool use.
Monthly cost at traffic
Estimate token spend from the cheapest tracked input and output route or tier on this page.
Gemma 7B Instruct
$103
Cheapest tracked route/tier: Replicate API
Llama 3 8B Instruct
$28.50
Cheapest tracked route/tier: DeepInfra
Estimated monthly gap: $74.00. Batch, cache, alternate speed tiers, and negotiated pricing are excluded from this local estimate.
Switch friction
- Provider overlap exists on Fireworks AI, Alibaba Cloud PAI-EAS, and Lepton AI API; start route-level A/B tests there.
- Llama 3 8B Instruct is $0.20/1M tokens lower on cheapest tracked output pricing before cache, batch, or negotiated discounts.
- Provider overlap exists on NVIDIA NIM, Fireworks AI, and Together AI; start route-level A/B tests there.
- Gemma 7B Instruct is $0.20/1M tokens higher on cheapest tracked output pricing, so quality gains need to justify the spend.
Specs
| Specification | ||
|---|---|---|
| Released | 2024-02-21 | 2024-04-18 |
| Context window | 8k | 8k |
| Parameters | 7B | 8B |
| Architecture | Decoder Only | Decoder Only |
| License | Gemma | Llama 3 Community |
| Openness | Open weights | Open weights |
| Weights | Unknown | Available |
| Code | Unknown | Unknown |
| Commercial use | Commercial use: conditional | Commercial use: conditional |
| Knowledge cutoff | 2023-04 | 2023-03 |
Pricing and availability
| Pricing attribute | Gemma 7B Instruct | Llama 3 8B Instruct |
|---|---|---|
| Input price | $0.05/1M tokens | $0.02/1M tokens |
| Output price | $0.25/1M tokens | $0.05/1M tokens |
| Providers |
Capabilities
| Capability | Gemma 7B Instruct | Llama 3 8B Instruct |
|---|---|---|
| Vision | No | No |
| Multimodal | No | No |
| Reasoning | No | No |
| JSON / Tool use | No | No |
| Structured outputs | Yes | Yes |
| Code execution | No | No |
| IDE integration | No | No |
| Computer use | No | No |
| Parallel agents | No | No |
Benchmarks
| Benchmark | Gemma 7B Instruct | Llama 3 8B Instruct |
|---|---|---|
| Google-Proof Q&A | 50.8 | 44.8 |
| HumanEval | 70.1 | 68.2 |
| Instruction-Following Evaluation | 42.6 | 59.5 |
| HellaSwag | 89.2 | 91.1 |
| Massive Multitask Language Understanding | 75.3 | 76.9 |
Continue comparing
- Gemma 7B Instruct vs Qwen2-7B-Instruct
- DeepSeek V4 Flash vs Llama 3 8B Instruct
- Llama 3 8B Instruct vs Qwen3.6-35B-A3B
- Llama 3 8B Instruct vs Phi-3 Mini 4k
- Claude Opus 4.6 vs Llama 3 8B Instruct
- Llama 3 8B Instruct vs Llama 3.1 70B Instruct
- DeepSeek V4 Pro vs Llama 3 8B Instruct
- Llama 3 8B Instruct vs Qwen3-Max
- Llama 3.2 1B Instruct vs Llama 3 8B Instruct
Popular comparisons for Gemma 7B Instruct
Popular comparisons for Llama 3 8B Instruct
Last reviewed: 2026-07-11. Data sourced from public model cards and provider documentation.