AI Models · Paid vs Paid

Sonar Pro Search Paid vs Mistral Large 3 2512 (batch) Paid

Sonar Pro Search vs Mistral Large 3 2512 (batch) compared — price per token, context window, multimodality, openness and which to choose. Full 2026 breakdown.

Prices & specs refreshed from live data · olud.ai

Open-model prices = cheapest provider via OpenRouter; official maker rates may be higher.

Sonar Pro SearchPaidPerplexity
$3 /M input
$15 /M outputManaged API (no infra to run)
TypeProprietary
Context window200K tokens
MultimodalYes
Self-hostNo
Mistral Large 3 2512 (batch)PaidMistral AI
$0.25 /M input
$0.75 /M outputManaged API (no infra to run)
TypeProprietary
Context window262K tokens
MultimodalYes
Self-hostNo
Choose Mistral Large 3 2512 (batch) for the lower output price ($0.75/M vs $15/M). It also gives you the larger 262K context window.

Sonar Pro Search vs Mistral Large 3 2512 (batch) specs

SpecSonar Pro SearchMistral Large 3 2512 (batch)Winner
MakerPerplexityMistral AI
TypeProprietaryProprietary
Context window200K tokens262K tokensMistral Large 3 2512 (batch)
Input price$3/M$0.25/MMistral Large 3 2512 (batch)
Output price$15/M$0.75/MMistral Large 3 2512 (batch)
Vision / multimodalYesYes= Tie
Tool / function callingNoYesMistral Large 3 2512 (batch)
Self-hostableNo (API only)No (API only)
LicenseProprietaryProprietary

Price gap & when to choose each

20×cheaper per output token

Mistral Large 3 2512 (batch) is ~20× cheaper than Sonar Pro Search on output tokens ($0.75 vs $15 per M tokens).

Choose Sonar Pro Search if…
  • You want frontier performance through a managed API
  • You value reliability & ecosystem
  • You don't want to manage infrastructure
Choose Mistral Large 3 2512 (batch) if…
  • You want frontier performance through a managed API
  • You need the longer 262K context window
  • You want the lower output price
  • You value reliability & ecosystem
  • You don't want to manage infrastructure

Feature comparison

CapabilitySonar Pro SearchMistral Large 3 2512 (batch)
Open weights (downloadable)
Self-hostable
Runs fully offline
Vision / multimodal
Tool / function calling
1M+ context window

Benchmarks: Sonar Pro Search vs Mistral Large 3 2512 (batch)

Independent benchmark scores measured by Artificial Analysis. Higher is better (except latency).

Sonar Pro Search
Mistral Large 3 2512 (batch)
Intelligence index
9.7
Coding index
20.1
Math index
38
GPQA
68%
MMLU-Pro
80.7%
Humanity's Last Exam
4.2%
Long Context Reasoning
36%
LiveCodeBench
46.5%
SciCode
36.6%
AIME 2025
38%
IFBench
36.2%
τ²-Bench
24.6%
τ-Bench Banking
5.8%
Terminal-Bench
12%
Terminal-Bench Hard
15.9%
Speed
81.3 tok/s
Latency
0.68s
Intelligence per $
12.9

Benchmark data by Artificial Analysis.

How Sonar Pro Search and Mistral Large 3 2512 (batch) score

🏆 Best value & openness: Mistral Large 3 2512 (batch) (3.3 vs 2.6 / 5)
CriterionSonar Pro SearchMistral Large 3 2512 (batch)
Cost-efficiency3.05.0
Context window4.04.0
Openness1.51.5
Self-hosting1.01.0
Multimodality3.55.0

Scores come from live data — output price (cost), context length, open vs closed weights (openness & self-hosting) and vision/tool support (multimodality). Raw task quality isn't scored here; it depends on your benchmark — see the verdict.

What each model is

Sonar Pro Search Paid

Perplexity · Proprietary

Exclusively available on the OpenRouter API, Sonar Pro's new Pro Search mode is Perplexity's most advanced agentic search system. It is designed for deeper reasoning and analysis. Pricing is based...

Mistral Large 3 2512 (batch) Paid

Mistral AI · Proprietary

Mistral Large 3 2512 is Mistral’s most capable model to date, featuring a sparse mixture-of-experts architecture with 41B active parameters (675B total), and released under the Apache 2.0 license.

Frequently asked questions

Sonar Pro Search vs Mistral Large 3 2512 (batch) — which is cheaper?

Mistral Large 3 2512 (batch) is cheaper on output ($0.75/M vs $15/M).

Which has the larger context window?

Mistral Large 3 2512 (batch) offers the larger context window (262K tokens).

Sonar Pro Search vs Mistral Large 3 2512 (batch) — which should I pick in 2026?

Choose Mistral Large 3 2512 (batch) for the lower output price ($0.75/M vs $15/M). It also gives you the larger 262K context window.

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