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Compare / head-to-head

MiniMax M2.7vsSonar Deep Research

MiniMax M2.7 and Sonar Deep Research do not yet share a public benchmark, so quality cannot be compared apples-to-apples. MiniMax M2.7 is 6.7x cheaper per token. MiniMax M2.7 has the larger context window (205K 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 M2.7
6.7x cheaper, input + output
Larger context
MiniMax M2.7
205K tokens
Provider uptime (30d)
100% · 100%
MiniMax · Perplexity
MiniMax M2.7
MiniMax · released 2026-03-18
text
Context
205K
Max out
Input /1M
$0.3
Output /1M
$1.2
Cached /1M
$0.06
Scores
1 · 1 core
Sonar Deep Research
Perplexity · released 2025-02-14
text
Context
128K
Max out
Input /1M
$2
Output /1M
$8
Cached /1M
Scores
6 · 0 core
Quality

Benchmark matrix

BenchmarkMiniMax M2.7Sonar Deep ResearchΔEdge
Reported by both · 0
No public benchmark is reported for both models yet.
Only MiniMax M2.7 reports · 1
LMArena Elo1404.6 not reported
Only Sonar Deep Research reports · 6
DRACO Breadth & Depth (Opus 4.6 base)not reported73.1%
DRACO Citation Quality (Opus 4.6 base)not reported64.6%
DRACO Factual Accuracy (Opus 4.6 base)not reported67.9%
DRACO Normalized Score (Opus 4.6 base)not reported70.5%
DRACO Pass Rate (Opus 4.6 base)not reported72.8%
DRACO Presentation Quality (Opus 4.6 base)not reported90.3%
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 M2.7 minus Sonar Deep Research 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 M2.7Sonar Deep ResearchEdge
Context window205K tokens128K tokensMiniMax M2.7
Max output
Input price / 1M$0.3 $2 MiniMax M2.7
Output price / 1M$1.2 $8 MiniMax M2.7
Cached input / 1M$0.06
Input + output / 1M
Lower is cheaper. List prices; batch, tool and regional fees excluded.
$1.5$10MiniMax M2.7
ModalitiestexttextTie
Released2026-03-182025-02-14
Cited benchmark scores16
Reliability

Provider status

All providers
More matchups

MiniMax M2.7 vs …

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Which one wins on your data?

Public benchmarks are a starting point. Run MiniMax M2.7 and Sonar Deep Research on your own prompts with Respan evals, or route to either through one gateway key with automatic failover.