Gemma 4 E2B
Gemma 4 E2B is worth evaluating for rag, agents, and long context when its provider route and context window match the workload.
Use it for
- Teams evaluating rag, agents, and long context
- Workloads that can use a 128k context window
- Buyers comparing 2 tracked provider routes
Do not use it for
- Workloads where another current model has stronger sourced task evidence
- Family
- Gemma 4
- Released
- 2026-03-31
- Context
- 128k
- Parameters
- 2B
- Knowledge cutoff
- 2025-01
- Openness
- Open source
- License
- Apache 2.0OSI-approvedCommercial use: permitted
- Weights
- Available
- Code
- Unknown
Cheapest of 2 routes · GCP Vertex AI
About
Ultra-mobile and edge-optimized model with native audio input support. Designed for on-device deployment on edge devices and browsers with advanced reasoning capabilities.
Gemma 4 E2B is an open-source model in the Gemma 4 family. The structured metadata tracks a 128k-token context window, multimodal input, and function calling. This page tracks provider routes through GCP Vertex AI and AWS Bedrock, with the cheapest tracked route listed at free input and free output per 1M tokens. Headline tracked benchmarks include MMMU Pro 44.2.
Top use-case fit: coding, agents, and build tasks
RAG
Included by capability and metadata signals in the decision map.
Agents
Included by capability and metadata signals in the decision map.
Long context
Included by capability and metadata signals in the decision map.
Provider price ladder
Compare all 2Compare API pricing across 2 providers for input and output tokens, batch, and cached reads when available.
| Provider | Input / 1M | Output / 1M | Route |
|---|---|---|---|
| GCP Vertex AI | Free | Free | Serverless |
| AWS Bedrock | - | - | ServerlessPartial |
Available via routers & gateways(14)
LiteLLM
GatewayOpen-source Python SDK and proxy server that unifies 100+ LLM APIs behind a single OpenAI-compatible interface, with load balancing, cost tracking, and configurable failover.
OpenRouter
HybridUnified hybrid gateway to 400+ models from 60+ providers via a single OpenAI-compatible API, with optional auto-routing that selects the best model per prompt.
Portkey
GatewayProduction AI gateway routing to 1,600+ LLMs with failover, load balancing, semantic caching, and guardrails; Apache 2.0 core is fully self-hostable with the complete feature set.
AIRouter
RouterCommercial LLM router that analyzes incoming requests and routes to the optimal model for cost/quality/latency via a drop-in OpenAI-compatible API, with a privacy-preserving embedding mode that avoids sending prompt content.
Amazon Bedrock Intelligent Prompt Routing
RouterAWS Bedrock's native intelligent prompt router that routes prompts between Anthropic Claude model tiers (Haiku/Sonnet) based on predicted task complexity, with no extra per-routing charge.
Helicone
GatewayObservability-first AI gateway with routing, caching, rate limiting, and request tracing; Apache 2.0 open-source core with a managed hosted tier for logging and analytics.
Capabilities
Benchmark peer barsfor RAG
No task-mapped benchmark peers are available for this model yet.
Benchmark scores(1)
| Benchmark | Score | Version | Source |
|---|---|---|---|
| MMMU Pro | 44.2 | LLM-Stats aggregator | https://llm-stats.com/benchmarks/mmmu-pro |
Migration checks
No linked migration route is available for this model yet.
Rankings & picks(1)
Compare Gemma 4 E2B with other models
Frequently asked questions
What is the context window of Gemma 4 E2B?
Gemma 4 E2B has a context window of 128k tokens.
How much does Gemma 4 E2B cost?
Gemma 4 E2B is available at $0/1M input tokens through GCP Vertex AI.
When was Gemma 4 E2B released?
Gemma 4 E2B was released on 2026-03-31.
Which providers offer Gemma 4 E2B?
Gemma 4 E2B is available from 2 providers: GCP Vertex AI, AWS Bedrock.
What benchmarks has Gemma 4 E2B been tested on?
Gemma 4 E2B has been evaluated on 1 benchmark, including MMMU Pro.
Cheapest of 2 routes · GCP Vertex AI