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Gemini model family

Gemini API Family

Use one EvoLink API to access all Gemini models. Compare Gemini 3.1 Pro, 3 Flash, 3.1 Flash Lite, 2.5 Pro, 2.5 Flash, and 2.5 Flash Lite on pricing, context window, modality, and reasoning fit — then pick the right route for your workload.

Compare Gemini API routes

Start from the workload: flagship reasoning, production Flash traffic, low-cost extraction, or long-context multimodal analysis.

RouteBest forPricingContext windowModalityStatus
Gemini 3.1 Pro Preview

Flagship reasoning

Highest-quality Gemini reasoning, coding, agents, and long-context analysis.$2/$12 <=200K; $4/$18 >200K1M input / 64K outputText, code, image, video, audio, PDF inputsPreview flagship
Low-latency multimodal apps that need stronger Gemini 3 behavior than older Flash routes.$0.50/$3.00 per MTok (audio in: $1.00)1M input / 64K outputText, image, video, audio, PDF inputsPreview route
High-volume translation, classification, extraction, and batch text workloads at the lowest Gemini 3.x cost.$0.25/$1.50 per MTok (audio in: $0.50)1M input / 64K outputText, image, video, audio, PDF inputsPreview route
Gemini 2.5 Pro

Stable Pro

Production reasoning, coding help, analysis, and complex multimodal tasks.$1.25/$10 <=200K; $2.50/$15 >200K1M input / 64K outputText, image, video, audio, PDF inputsStable deep reasoning
Gemini 2.5 Flash

Production Flash

Fast chat, extraction, summaries, and multimodal production traffic.$0.30/$2.50 per MTok (audio in: $1.00)1M input / 64K outputText, image, video, audio, PDF inputsProduction workhorse
High-volume classification, extraction, routing, and lightweight chat flows.$0.10/$0.40 per MTok (audio in: $0.30)1M input / 64K outputText, audio inputsLowest-cost text route

How to decide which Gemini model to use

Follow these 4 rules to narrow down your choice across Pro, Flash, and Lite tiers.

1

Start with reasoning depth

Complex coding agents, multi-step tool use, deep document analysis, and high-accuracy output — start with Gemini 3.1 Pro or Gemini 2.5 Pro.

2

Then check latency and throughput needs

Production chat, support bots, real-time extraction, and high-frequency multimodal apps — compare Gemini 3 Flash or Gemini 2.5 Flash.

3

Then check cost sensitivity

High-volume classification, batch text processing, routing, and lightweight extraction — compare Gemini 3.1 Flash Lite or Gemini 2.5 Flash Lite.

4

Finally, consider mixed-complexity workflows

If the same pipeline mixes simple classification with deep reasoning steps, consider EvoLink Smart Router instead of hardcoding one Gemini model.

Smart Router →

If you already know your task type, find the recommended starting point in the table below.

Choose a Gemini model by workflow: reasoning, speed, cost, and multimodal tasks

Match your primary task to the right Gemini route.

Your taskRecommended startGood fit if...Watch out for
Complex reasoning and coding agentsGemini 3.1 ProYou need highest-quality Gemini reasoning, multi-step tool use, or deep code analysisHigher cost — use Flash for simpler tasks
Stable deep reasoning with multimodalGemini 2.5 ProYou need production-grade reasoning with broad multimodal support and proven stabilitySlightly lower capability ceiling than 3.1 Pro
Low-latency multimodal appsGemini 3 FlashYou need fast responses with Gemini 3 generation capabilities across text, image, audio, and videoPreview route — check stability requirements
Production chat and extractionGemini 2.5 FlashYou need a proven production workhorse for chat, summaries, extraction at scaleGood default for most production workloads
High-volume batch text at lowest costGemini 2.5 Flash LiteTasks are classification, routing, or short responses where cost matters mostLimited to text and audio input only
Mixed-complexity text workflowsEvoLink Smart RouterSame pipeline has both simple and complex tasks across Gemini and other providersBest when you don't want manual model routing logic

Gemini API workflows: agents, chat, documents, and multimodal processing

See how Gemini models fit into real products, agents, and content processing pipelines.

Reasoning and coding agents

For code generation, bug fixing, multi-step tool use, and complex analysis agents. If output quality directly affects product behavior, start with Gemini 3.1 Pro. For proven stability, compare Gemini 2.5 Pro.

Production chat and support

For support bots, in-app assistants, knowledge base Q&A, and high-frequency multi-turn conversations. Test with Gemini 2.5 Flash first for proven throughput, then compare Flash Lite for lower cost.

Long document and multimodal analysis

For PDF analysis, video understanding, audio transcription, and multi-file research workflows. Gemini's 1M context window and native multimodal support make Pro and Flash routes strong choices.

Agent routing and mixed tasks

For workflows where classification, extraction, reasoning, and generation coexist in the same pipeline. Use EvoLink Smart Router to automatically route between Gemini and other providers via evolink/auto.

View Gemini model details

Use this page to compare, then visit individual model pages for pricing details, playground access, and integration guides.

Access all Gemini models through one EvoLink API

All 6 Gemini routes are available through a single EvoLink API key and OpenAI-compatible endpoint. Switch between Pro, Flash, and Lite by changing the model parameter — no separate accounts or keys needed.

Switch model="gemini-3.1-pro" to model="gemini-2.5-flash" without rebuilding your integration.
One API key for all Gemini models
OpenAI-compatible endpoint
Switch models by changing the model parameter
Unified billing and usage visibility

How to think about Gemini API cost: Pro vs Flash vs Lite

Pro routes: reasoning justifies the premium

Gemini 3.1 Pro and 2.5 Pro cost more per token, but complex coding agents, deep document analysis, and multi-step tool use produce higher-value outputs. Don't default to Pro for simple extraction or classification.

Flash routes: best balance for production volume

Gemini 3 Flash and 2.5 Flash deliver strong multimodal capabilities at a fraction of Pro pricing. Start here for chat, summaries, and production-scale extraction before considering Pro.

Lite routes: minimize cost for simple high-volume tasks

Gemini 3.1 Flash Lite and 2.5 Flash Lite offer the lowest per-token cost. Use them for classification, routing, batch text, and short responses where reasoning depth is not critical.

Pricing summary

Gemini routes range from $0.10/MTok input (Flash Lite) to $4.00/MTok input (Pro >200K). All use per-token pricing via EvoLink.

Gemini 3.1 Pro

$2/$12 — $4/$18 /MTok

Context: 1M

Flagship reasoning with 1M context. Tiered pricing: $2/$12 under 200K, $4/$18 over 200K input tokens.

Gemini 3 Flash

$0.50/$3.00 /MTok

Context: 1M

Gemini 3 generation Flash route at $0.50/$3.00 per MTok with 1M context.

Gemini 3.1 Flash Lite

$0.25/$1.50 /MTok

Context: 1M

Cheapest Gemini 3 route at $0.25/$1.50 per MTok for batch text workloads.

Gemini 2.5 Pro

$1.25/$10 — $2.50/$15 /MTok

Context: 1M

Stable deep reasoning at $1.25/$10 under 200K, $2.50/$15 over 200K.

Gemini 2.5 Flash

$0.30/$2.50 /MTok

Context: 1M

Production workhorse at $0.30/$2.50 per MTok with full multimodal support.

Gemini 2.5 Flash Lite

$0.10/$0.40 /MTok

Context: 1M

Lowest-cost Gemini route at $0.10/$0.40 per MTok for text and audio.

Gemini guides and comparisons

Use these guides when you need more context before choosing a route.

Gemini API FAQ

Everything you need to know about the product and billing.

Start with Gemini 3.1 Pro for maximum reasoning quality, Gemini 2.5 Pro for stable deep reasoning, Gemini 2.5 Flash for fast production workloads, and Flash Lite when cost is the main constraint.
Yes. Several Gemini routes support very large context windows, making them useful for PDF analysis, document review, retrieval workflows, and multi-file reasoning.
Choose Pro when answer quality, coding, and multi-step reasoning matter most. Choose Flash when speed, production throughput, and predictable cost matter more.
EvoLink provides access to Gemini 3.1 Pro, Gemini 3 Flash Preview, Gemini 3.1 Flash Lite Preview, Gemini 2.5 Pro, Gemini 2.5 Flash, and Gemini 2.5 Flash Lite. All six are accessible through one API key and OpenAI-compatible endpoint.
Gemini 2.5 Flash Lite at $0.10/$0.40 per 1M tokens (input/output) is the lowest-cost Gemini route. For Gemini 3 generation, Flash Lite at $0.25/$1.50 per MTok is the cheapest option.
Yes. EvoLink provides a single API key for all Gemini models plus GPT, Claude, and 200+ other models. Switch between models by changing the model parameter — no separate accounts or keys needed.