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Compare / head-to-head

MiMo-V2.5vsSonar Deep Research

MiMo-V2.5 and Sonar Deep Research do not yet share a public benchmark, so quality cannot be compared apples-to-apples. MiMo-V2.5 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
list price, input + output
Larger context
MiMo-V2.5
1M tokens
Provider uptime (30d)
— · 100%
Xiaomi MiMo · Perplexity
MiMo-V2.5
Xiaomi MiMo
textvision
Context
1M
Max out
Input /1M
Output /1M
Cached /1M
Scores
7 · 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

BenchmarkMiMo-V2.5Sonar Deep ResearchΔEdge
Reported by both · 0
No public benchmark is reported for both models yet.
Only MiMo-V2.5 reports · 7
LMArena Elo1427.4 not reported
ChartQA81.4% not reported
DocVQA93.2% not reported
InfoVQA72.7% not reported
MMMU55.1% not reported
MMMU-Pro38.5% not reported
ScienceQA Visual97.5% 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 MiMo-V2.5 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

SpecMiMo-V2.5Sonar Deep ResearchEdge
Context window1M tokens128K tokensMiMo-V2.5
Max output
Input price / 1M$2
Output price / 1M$8
Cached input / 1M
Input + output / 1M
Lower is cheaper. List prices; batch, tool and regional fees excluded.
$10
Modalitiestext · visiontextMiMo-V2.5
Released2025-02-14
Cited benchmark scores76
Reliability

Provider status

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Which one wins on your data?

Public benchmarks are a starting point. Run MiMo-V2.5 and Sonar Deep Research on your own prompts with Respan evals, or route to either through one gateway key with automatic failover.