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SOLVENCY

openai

o3

legacy · frontier · modelled cost · stale pass rate · verified 2026-08-21

List price · USD per million tokens

Input

$2

Output

$8

Cached input

$0.5

Context

missing

Provider pricing page · verified 2026-08-21

Cost per solved task · by task tier

light

$0.05

moderate

$0.89

heavy

$1.99

Source: Aider polyglot benchmark · verified 2026-08-21 · modelled basis: pass rate published, cost from Solvency's loop model at current prices

Retained for benchmark join coverage.

Benchmark rows

Where the pass rate comes from

Every row that names this model, with its harness and cost basis. Rows are harness + model combinations, not properties of the bare model.

Benchmark rows naming o3: benchmark, entry, pass rate, measured cost per task, cost basis and run date
BenchmarkEntryPass$ / taskBasisRun / read
Aider polyglot benchmarko3 (high)81.3%not publishedhistorical at run date2025-06-25

stale peers

Cost per solved task against its peers

Stale rows only, heavy tier, 200 tasks a month. Lower is better. These are Solvency estimates, not observed costs.

stale · pass rate published; cost is Solvency's loop model at verified prices

STALE: cost per solved task, ranked7 stale rows ranked cheapest first. 1 GPT-5 $1.66; 2 Gemini 2.5 Pro $1.76; 3 o3 $1.99; 4 Claude Sonnet 4 $4.40; 5 GPT-4.1 $5.15; 6 Claude Opus 4 $18.75; 7 o3-pro $19.08. Monthly figures at 200 tasks.pass rate 88%GPT-5$1.66vs ›$332/mopass rate 83%Gemini 2.5 Pro$1.76vs ›$352/mopass rate 81%o3$1.99$399/mopass rate 61%Claude Sonnet 4$4.40vs ›$881/mopass rate 52%GPT-4.1$5.15vs ›$1.0k/mopass rate 72%Claude Opus 4$18.75vs ›$3.8k/mopass rate 85%o3-pro$19.08vs ›$3.8k/mo

Source: Aider polyglot benchmark · verified 2026-08-21

Compare

Head to head

Side-by-side pricing and cost per solved task with another current model.