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Google
Gemini 2.5 Flash
Low-latency multimodal workhorse for assistant surfaces, routing layers, and lightweight agent execution.
Overall score
86
multimodalfastassistant
Context window
1M
Speed
Fast
Input pricing
$0.7 / 1M tok
Output pricing
$2.8 / 1M tok
Score breakdown
Capability82
Use-case fit86
Cost efficiency95
Speed97
Reliability86
Agent readiness84
Ecosystem90
Scores combine benchmark signals, product experience, and editorial weighting. Use them as a practical guide, not an absolute truth claim.
Best for
agent-automationresearch
Works with
Routing layersMultimodal inboxesn8nVertex AI stacks
Modalities
textimageaudiovideo
Strengths
- Excellent latency for multimodal interfaces
- Very compelling value for large-scale ingestion
Things to watch
- Reasoning depth trails premium frontier models
- May need a higher-tier fallback for sensitive outputs
Best for
Research synthesis & analyst workflows
Prioritize source grounding, multilingual reading, long-context reasoning, and a retrieval stack that stays inspectable.
Agent automation & operations
Prioritize tool reliability, composability, secret handling, and robust state management across long-running flows.