AllocateGemma 3n E4B Instruct vs Claude Opus 4.8
Gemma 3n E4B Instruct is not currently in the Allocate serving catalog, so this page lists no prices for it: every price on this site comes from the live catalog.
Gemma 3n E4B Instruct
Claude Opus 4.8LabGoogleAnthropic
AccessNot served on AllocateAPI only
Context windown/a200K tokens
List price, inputNot served$5 / M tokens
List price, outputNot served$25 / M tokens
Cached inputn/an/a
LicenseNot listedProprietary API
Fine-tunableYesNo
Specifications and provider list prices from the Allocate catalog, checked 2026-09-12.
Choose Gemma 3n E4B Instruct for
- Cheap classification
- On-device and edge deployments
- High-volume short prompts
Choose Claude Opus 4.8 for
- Hardest reasoning problems
- High-stakes analysis
- Escalation tier for agents
Common questions
Which has the bigger context window?
Claude Opus 4.8: 200,000 tokens (200K) against an unlisted window for Gemma 3n E4B Instruct.
Can I fine-tune Gemma 3n E4B Instruct or Claude Opus 4.8?
Gemma 3n E4B Instruct publishes open weights (Not listed) and can be fine-tuned on your own data. Claude Opus 4.8 is a closed model served over API; its weights are not available.
Related comparisons
Gemma 3n E4B Instruct vs Gemini 3.1 ProClaude Opus 4.8 vs Gemini 3.1 ProGemma 3n E4B Instruct vs Claude Sonnet 5Claude Opus 4.8 vs Claude Sonnet 5Gemma 3n E4B Instruct vs Gemini 3.5 FlashClaude Opus 4.8 vs Gemini 3.5 Flash
Run the numbers on your workload
Or do not choose. On Allocate a route name is the contract: point yours at one model today, swap to the other tomorrow, and compare them on your live traffic with per-token metering.