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Compare / head-to-head

Sonar Deep ResearchvsSonar Reasoning Pro

Sonar Deep Research and Sonar Reasoning Pro do not yet share a public benchmark, so quality cannot be compared apples-to-apples. Both list the same combined token price. 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
Tie
list price, input + output
Larger context
Tie
both 128K tokens
Provider uptime (30d)
100%
Perplexity
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
text
Context
128K
Max out
Input /1M
$2
Output /1M
$8
Cached /1M
Scores
0 · 0 core
Quality

Benchmark matrix

BenchmarkSonar Deep ResearchSonar Reasoning ProΔEdge
Reported by both · 0
No public benchmark is reported for both models yet.
Only Sonar Deep Research reports · 6
DRACO Breadth & Depth (Opus 4.6 base)73.1% not reported
DRACO Citation Quality (Opus 4.6 base)64.6% not reported
DRACO Factual Accuracy (Opus 4.6 base)67.9% not reported
DRACO Normalized Score (Opus 4.6 base)70.5% not reported
DRACO Pass Rate (Opus 4.6 base)72.8% not reported
DRACO Presentation Quality (Opus 4.6 base)90.3% not reported
Only Sonar Reasoning Pro reports · 0
Sonar Reasoning Pro reports nothing Sonar Deep Research 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 Sonar Deep Research 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

SpecSonar Deep ResearchSonar Reasoning ProEdge
Context window128K tokens128K tokensTie
Max output
Input price / 1M$2 $2 Tie
Output price / 1M$8 $8 Tie
Cached input / 1M
Input + output / 1M
Lower is cheaper. List prices; batch, tool and regional fees excluded.
$10$10Tie
ModalitiestexttextTie
Released2025-02-14
Cited benchmark scores60
Reliability

Perplexity status

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Which one wins on your data?

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