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Compare / head-to-head

GPT-4o minivsSonar Reasoning Pro

GPT-4o mini and Sonar Reasoning Pro do not yet share a public benchmark, so quality cannot be compared apples-to-apples. GPT-4o mini is 13.3x cheaper per token. Both offer a 128K-token context window.

Benchmarks from cited public sources; pricing from official pages; status from official provider feeds.

Shared benchmarks
0
no overlap yet
Cheaper per token
GPT-4o mini
13.3x cheaper, input + output
Larger context
Tie
both 128K tokens
Provider uptime (30d)
95.3623% · 100%
OpenAI · Perplexity
GPT-4o mini
OpenAI · released 2024-07-18
textvision
Context
128K
Max out
16K
Input /1M
$0.15
Output /1M
$0.6
Cached /1M
$0.075
Scores
7 · 6 core
text
Context
128K
Max out
Input /1M
$2
Output /1M
$8
Cached /1M
Scores
0 · 0 core
Quality

Benchmark matrix

BenchmarkGPT-4o miniSonar Reasoning ProΔEdge
Reported by both · 0
No public benchmark is reported for both models yet.
Only GPT-4o mini reports · 6
GPQA Diamond40.2% not reported
MMLU82% not reported
AIME 20248.6% not reported
FrontierMath Tiers 1-3 v2 (Epoch AI run)0.7% epochnot reported
OTIS Mock AIME 2024-2025 (Epoch AI run)6.9% epochnot reported
SimpleQA Verified8.3% epochnot reported
Only Sonar Reasoning Pro reports · 0
Sonar Reasoning Pro reports nothing GPT-4o mini does not.
Scores tagged "epoch" or "matharena" are independent runs, used only where the lab has not published its own; ⚠ marks rows MathArena flags as released after the competition. Higher is better on every row. Δ is GPT-4o mini minus Sonar Reasoning Pro in the benchmark's own unit. "Not reported" means the lab has not published that figure; it is not a zero. ↗ opens the source.
Specs & pricing

Side by side

SpecGPT-4o miniSonar Reasoning ProEdge
Context window128K tokens128K tokensTie
Max output16K tokens
Input price / 1M$0.15 $2 GPT-4o mini
Output price / 1M$0.6 $8 GPT-4o mini
Cached input / 1M$0.075
Input + output / 1M
Lower is cheaper. List prices; batch, tool and regional fees excluded.
$0.75$10GPT-4o mini
Modalitiestext · visiontextGPT-4o mini
Released2024-07-18
Cited benchmark scores70
Reliability

Provider status

All providers
More matchups

GPT-4o mini vs …

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Which one wins on your data?

Public benchmarks are a starting point. Run GPT-4o mini and Sonar Reasoning Pro on your own prompts with Respan evals, or route to either through one gateway key with automatic failover.