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Compare / head-to-head

MiniMax M3vsSonar Reasoning Pro

MiniMax M3 and Sonar Reasoning Pro do not yet share a public benchmark, so quality cannot be compared apples-to-apples. MiniMax M3 is 6.7x cheaper per token. MiniMax M3 has the larger context window (1M tokens).

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

Shared benchmarks
0
no overlap yet
Cheaper per token
MiniMax M3
6.7x cheaper, input + output
Larger context
MiniMax M3
1M tokens
Provider uptime (30d)
100% · 100%
MiniMax · Perplexity
MiniMax M3
MiniMax · released 2026-06-01
textvision
Context
1M
Max out
Input /1M
$0.3
Output /1M
$1.2
Cached /1M
$0.06
Scores
3 · 3 core
text
Context
128K
Max out
Input /1M
$2
Output /1M
$8
Cached /1M
Scores
0 · 0 core
Quality

Benchmark matrix

BenchmarkMiniMax M3Sonar Reasoning ProΔEdge
Reported by both · 0
No public benchmark is reported for both models yet.
Only MiniMax M3 reports · 3
GPQA Diamond90.9% epochnot reported
LMArena Elo1433.5 not reported
OTIS Mock AIME 2024-2025 (Epoch AI run)71.1% epochnot reported
Only Sonar Reasoning Pro reports · 0
Sonar Reasoning Pro reports nothing MiniMax M3 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 MiniMax M3 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

SpecMiniMax M3Sonar Reasoning ProEdge
Context window1M tokens128K tokensMiniMax M3
Max output
Input price / 1M$0.3 $2 MiniMax M3
Output price / 1M$1.2 $8 MiniMax M3
Cached input / 1M$0.06
Input + output / 1M
Lower is cheaper. List prices; batch, tool and regional fees excluded.
$1.5$10MiniMax M3
Modalitiestext · visiontextMiniMax M3
Released2026-06-01
Cited benchmark scores30
Reliability

Provider status

All providers
More matchups

MiniMax M3 vs …

Built by Respan
Which one wins on your data?

Public benchmarks are a starting point. Run MiniMax M3 and Sonar Reasoning Pro on your own prompts with Respan evals, or route to either through one gateway key with automatic failover.