o3 vs Perplexity Sonar Deep Research.
model vs model · prices as of
o3 takes 2 of 5 rounds against Perplexity Sonar Deep Research. It is also the cheaper of the two to run, at $12.73 per million tokens against $14.
OpenAIwins 2 roundso3
$12.73/M tokens
cheapest we can explain, at Poe · $1.53 per 1,000 pages
200k context · tool calling · reads images
PerplexityPerplexity Sonar Deep Research
$14/M tokens
Perplexity list price, nothing below it is accounted for · $1.68 per 1,000 pages
128k context
List price in (lower wins)
$2/M
$2/M
List price out (lower wins)
$8/M
$8/M
Cheapest we can explain (lower wins)
$12.73/M at Poe
none below list
Standard price (lower wins)
$14/M
$14/M
Cost per 1,000 pages (lower wins)
$1.53
$1.68
Context
200k tokens
128k tokens
Open weights
no
no
Tool calling
yes
no
Structured output
yes
not stated
Reads images
yes
no
Reasoning
yes
yes
Released
16 Apr 2025
1 Feb 2025
Providers selling it
24
8
Price we measure against
the maker's own
the maker's own
Trains on your prompts (no is better)
not stated
no provider to check
Providers selling both · 6
FastRouter$14 / $14
Helicone$14 / $14
Kilo Gateway$14 / $14
LLMTR$14 / $14
OpenRouter$14 / $14
Eden AI$15.40 / $14
o3 then Perplexity Sonar Deep Research, per million tokens
Go further
Add a third or fourth model, or switch the weighting, in the tool.
What moved in the last seven days
- o3
Nous Portal$1.60 / $6.40 $2 / $825% dearer ·
Frequently asked
- Which is cheaper, o3 or Perplexity Sonar Deep Research?
- o3, at $12.73 per million tokens against $14 for Perplexity Sonar Deep Research, three parts input to one part output, read on 16 Sept 2026.
- Where is each one cheapest?
- o3: $12.73 at Poe. Perplexity Sonar Deep Research: nobody goes below the maker's own price with a reason we can point at, so $14 is the number to beat.
- Can I buy both from one provider?
- Yes. 6 providers sell both: FastRouter, Helicone, Kilo Gateway, LLMTR, OpenRouter, Eden AI. The cheapest of them for the two together is FastRouter.
- Which holds more context?
- o3, at 200k tokens against 128k.
Prices exclude tax and are per million tokens, read 16 Sept 2026 from each provider's own catalog. The standard price blends three parts input to one part output; a page is 600 tokens in and 60 out. Bars are scaled to the larger value in each row.