AI Models · Paid vs Paid

Sonar Deep Research Paid vs Mistral Large 3 2512 Paid

Sonar Deep Research vs Mistral Large 3 2512 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 Deep ResearchPaidPerplexity
$2 /M input
$8 /M outputManaged API (no infra to run)
TypeProprietary
Context window128K tokens
MultimodalNo
Self-hostNo
Mistral Large 3 2512PaidMistral AI
$0.5 /M input
$1.5 /M outputManaged API (no infra to run)
TypeProprietary
Context window262K tokens
MultimodalYes
Self-hostNo
Choose Mistral Large 3 2512 for the lower output price ($1.5/M vs $8/M). It also gives you the larger 262K context window.

Sonar Deep Research vs Mistral Large 3 2512 specs

SpecSonar Deep ResearchMistral Large 3 2512Winner
MakerPerplexityMistral AI
TypeProprietaryProprietary
Context window128K tokens262K tokensMistral Large 3 2512
Input price$2/M$0.5/MMistral Large 3 2512
Output price$8/M$1.5/MMistral Large 3 2512
Vision / multimodalNoYesMistral Large 3 2512
Tool / function callingNoYesMistral Large 3 2512
Self-hostableNo (API only)No (API only)
LicenseProprietaryProprietary

Price gap & when to choose each

5.3×cheaper per output token

Mistral Large 3 2512 is ~5.3× cheaper than Sonar Deep Research on output tokens ($1.5 vs $8 per M tokens).

Choose Sonar Deep Research 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 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 Deep ResearchMistral Large 3 2512
Open weights (downloadable)
Self-hostable
Runs fully offline
Vision / multimodal
Tool / function calling
1M+ context window

Benchmarks: Sonar Deep Research vs Mistral Large 3 2512

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

Sonar Deep Research
Mistral Large 3 2512
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 Deep Research and Mistral Large 3 2512 score

🏆 Best value & openness: Mistral Large 3 2512 (3.2 vs 2.3 / 5)
CriterionSonar Deep ResearchMistral Large 3 2512
Cost-efficiency3.54.5
Context window3.54.0
Openness1.51.5
Self-hosting1.01.0
Multimodality2.05.0

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 Deep Research Paid

Perplexity · Proprietary

Sonar Deep Research is a research-focused model designed for multi-step retrieval, synthesis, and reasoning across complex topics. It autonomously searches, reads, and evaluates sources, refining its approach as it gathers...

Mistral Large 3 2512 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 Deep Research vs Mistral Large 3 2512 — which is cheaper?

Mistral Large 3 2512 is cheaper on output ($1.5/M vs $8/M).

Which has the larger context window?

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

Sonar Deep Research vs Mistral Large 3 2512 — which should I pick in 2026?

Choose Mistral Large 3 2512 for the lower output price ($1.5/M vs $8/M). It also gives you the larger 262K context window.

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