Gemma 4 E2B (Non-reasoning)
Analysis Summary
Gemma 4 E2B is an ultra-lightweight model from Google, with reasoning, instruction-following and agentic benchmark scores well below larger models in its class.
It is not suited to business-critical tasks such as coding, complex analysis or client-facing writing, but its small footprint could support very simple, high-volume classification or on-device tasks where cost and speed outweigh accuracy needs.
Businesses should treat this as an edge-deployment or prototyping tool rather than a production content or coding assistant.
Assessed July 25, 2026
Editorial notes
Gemma 4 E2B is a very small, low-cost model from Google with limited reasoning and instruction-following ability, suited only to trivial tasks.
Rankings consider pricing, capabilities, benchmarks, and real-world applicability and are refreshed as new models launch. Feedback?
DFO Verdict
Gemma 4 E2B is a very small, low-cost model from Google with limited reasoning and instruction-following ability, suited only to trivial tasks.
Benchmark scores
Magenta = intelligence Ā· Ink = technical/agentic Ā· Cyan = content & long-context Ā· Grey = community benchmarks. Data: Artificial Analysis, Hugging Face.
6.4 Intelligence IndexĀ·12.2 Agentic Index
How Gemma 4 E2B (Non-reasoning) compares
Gemma 4 E2B (Non-reasoning) ranks #307 of 395 AI models we track for overall intelligence, #239 of 302 for agentic tasks. Gemma 4 E2B (Non-reasoning) is currently free to use via OpenRouter.
Dark bar = input Ā· light bar = output, scaled to the priciest peer.
1M tokens ā 8 full-length novels or ~2,500 pages of business documents in a single request.
Strongest on content. The pulled-in value corner is the trade-off, and if the shape matters more than the price, this is your model.
Compare shapes side-by-side āFrequently asked questions about Gemma 4 E2B (Non-reasoning)
How much does Gemma 4 E2B (Non-reasoning) cost?
Gemma 4 E2B (Non-reasoning) is currently available for free via OpenRouter.
Who created Gemma 4 E2B (Non-reasoning)?
Gemma 4 E2B (Non-reasoning) is developed by Google and was released on April 2, 2026.
