10 · TASK RANKING

Fast production workflows

High-volume classification, extraction, routing, and short responses.

Official version
3
Public evidence
1
Data cutoff
Why these candidates
Start with official fast or lightweight variants, then measure latency, throughput, retries, and output validity in your region.
What remains uncertain
OpenGPT does not currently publish a comparable latency history for every provider.
Starting candidate

Three official versions to test first

Public data narrows the field. It does not replace a controlled test on your own work. Select two or three candidates for a side-by-side public data comparison.

0 / 3
Starting candidate 1

GPT-5.6 Luna

General availability
gpt-5.6-luna

OpenAINo comparable public result is currently mapped to this exact version.

Official website
Starting candidate 2

Gemini 3.1 Flash-Lite

General availability
gemini-3.1-flash-lite

GoogleNo comparable public result is currently mapped to this exact version.

Official website
Starting candidate 3

DeepSeek V4 Flash

Preview
deepseek-v4-flash

DeepSeekCost per successful task · 1

Official website
All task rankings
Public evidenceThe models use different public evidence scales. Missing evidence is not treated as zero, and OpenGPT does not combine unlike sources into one score.

GPT-5.6 Luna

No comparable public result is currently mapped to this exact version.

Gemini 3.1 Flash-Lite

No comparable public result is currently mapped to this exact version.

A practical starting point, not a universal winnerSelect two or three candidates for a side-by-side public data comparison.

The models use different public evidence scales. Missing evidence is not treated as zero, and OpenGPT does not combine unlike sources into one score.

OpenGPT does not currently publish a comparable latency history for every provider.

The evaluation opens with this task template and the first two selected models. You can edit every task before collecting answers.