Gemini 3.5 Flash vs Gemini 3.1 Pro Preview Custom Tools

API pricing, benchmark indices and specs — updated 19 October 2026.

google · A · API-only
Input / 1M
$1.50
Output / 1M
$9.00
AA index
33.6
proprietary · 1M context
google · B · API-only
Input / 1M
$2.00
Output / 1M
$12.00
AA index
—
proprietary · 1M context

Specification comparison

Differences are highlighted; identical values are muted.

Specification Gemini 3.5 Flash Gemini 3.1 Pro Preview Custom Tools
Deployment API-only (closed weights) API-only (closed weights)
Parameters n/a — API-only n/a — API-only
Architecture n/a — API-only n/a — API-only
Context length 1,048,576 1,048,576
Licence Proprietary Proprietary
Commercial use Per API terms Per API terms
Languages n/a — API-only n/a — API-only
Downloads 30d n/a — API-only n/a — API-only
Downloads all time n/a — API-only n/a — API-only
Quantizations on the Hub n/a — API-only n/a — API-only
Gated n/a — API-only n/a — API-only
First seen on the Hub n/a — API-only n/a — API-only
API input price / 1M tokens $1.50 $2.00
API output price / 1M tokens $9.00 $12.00
Est. cost per 1M input + 1M output tokens $10.50 $14.00
Cached input / 1M tokens $0.15 $0.20
AA Intelligence Index 33.6 —
AA Coding Index — —
AA Agentic Index — —
Max output tokens 65,536 65,536
API providers 2 1
Tool calling Yes Yes
Reasoning mode Yes Yes

API cost

Estimated cost of 1M input + 1M output tokens via OpenRouter

Gemini 3.5 Flash $10.50
Gemini 3.1 Pro Preview Custom Tools $14.00

Gemini 3.5 Flash is 1.3× cheaper at list price.

Adjacent comparisons