Ordinal

Which model is worth using

1 Oct 2026

DeepSeek

DeepSeek V4.1 Flash

The current fast DeepSeek. Index 39 at max, about 209 tokens per second, and one of the cheapest measured tasks among models that are actually capable.

Open weightsPeak rate shown
39Index · Max
$0.27Per measured task
144 pts/$Points / $
209Tokens / sec

No High score is published. Showing Max.

Every published effort

SettingIndexPer taskTokens / sec
Max39$0.27209
Published25$0.15202

What this workload costs

List price for one call. Reasoning tokens count as output. A cache hit uses the lab’s cache rate when one is published.

DeepSeek V4.1 Flash
Cache applied
$0.0076

Specs

API id
deepseek-flash
Released
10 Sep 2026
Context
1M
Max output
384k
Input / 1M
$0.30
Output / 1M
$1.20
Cache read / 1M
$0.0060
Knowledge
—
Inputs
Text, Image
Weights
Open weights. The V4 Flash line is reported as MIT. Confirm the card for this checkpoint.

Official API, peak cache-miss rate. Off-peak is half. Peak hours have been described as weekday 01:00–04:00 and 06:00–10:00 UTC. Cache hits are a fraction of a cent. Third-party hosts often undercut the official API because the weights are open. Max output figure is from the V4 pricing write-up.

Use it when

Fast open-weight calls with vision, a 1M window, and a cache so cheap that long prompts stop dominating the bill. The non-reasoning score on the leaderboard is 25. Use the reasoning setting if you want the 39.

Leave it when

Frontier agent work where the ten-point gap to Sol or Grok shows up. Also, budgeting only the off-peak rate if you do not control the clock.

Sources