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Sonar Reasoning Pro vs Llama 3.1 Euryale 70B v2.2

Llama 3.1 Euryale 70B v2.2 costs 9.4x less per output token than Sonar Reasoning Pro ($0.85 vs $8.00 per million). Updated October 22, 2026; no benchmark has tested both models yet.

Sonar Reasoning ProPerplexity
Coding
No data
Overall
No data
Output $/M
$8.00
S Llama 3.1 Euryale 70B v2.2Sao10K
Coding
No data
Overall
No data
Output $/M
$0.85
vs $8.00 vs $0.85 per 1M output tokens. Llama 3.1 Euryale 70B v2.2 is 9.4x cheaper.

Sonar Reasoning Pro or Llama 3.1 Euryale 70B v2.2: which to pick

Neither model has a coding score yet, so the two cannot be ranked on coding.

Compare them on price, context and the boards below.

No benchmark has tested both yet. Sonar Reasoning Pro has results on AA Intelligence Index; Llama 3.1 Euryale 70B v2.2 has none yet. Compare them on price and context instead.

Which one for your work

Each card is decided by one number both models carry. Where only one has it, the card says so and makes no call.

At a glance

Coding index
Sonar Reasoning Pro not benchmarked, Llama 3.1 Euryale 70B v2.2 not benchmarked.
Widest category
None yet: no category has been tested on both models.
Widest single gap
None yet: no benchmark has tested both models.
Output price
Sonar Reasoning Pro $8.00 against Llama 3.1 Euryale 70B v2.2 $0.85 per million output tokens, 9.4x apart.
Context window
Sonar Reasoning Pro takes 128K tokens, Llama 3.1 Euryale 70B v2.2 131K.

Benchmark by benchmark

Every board either model has a result on, a category to a fold; bars are each result on a 0 to 100 scale. Only one model is measured on each, so no row names a leader.

IntelligenceDirectional onlyPublic boards, shown as published, kept out of the index1 board measured
Intelligence benchmarks for Sonar Reasoning Pro and Llama 3.1 Euryale 70B v2.2
BenchmarkSonar Reasoning ProLlama 3.1 Euryale 70B v2.2Leader
AA Intelligence Index11.8Not measuredOnly Sonar Reasoning Pro measured
Neither model has a result on the other 1 board here

What each workload costs

Three fixed token mixes at each model's listed price, so per-token rates become a bill.

Chat turn

1K input + 500 output tokens

Sonar Reasoning Pro$0.0060Fits in one request
Llama 3.1 Euryale 70B v2.2$0.0013Fits in one request

Llama 3.1 Euryale 70B v2.2 costs less

Repository review

50K input + 3K output tokens

Sonar Reasoning Pro$0.124Fits in one request
Llama 3.1 Euryale 70B v2.2$0.045Fits in one request

Llama 3.1 Euryale 70B v2.2 costs less

Agent loop

200K input + 10K output tokens

Sonar Reasoning Pro$0.480Exceeds the context window
Llama 3.1 Euryale 70B v2.2$0.178Exceeds the context window

Llama 3.1 Euryale 70B v2.2 costs less

Listed OpenRouter rates, without cache or batch discounts. A workload that does not fit a model's context window would need splitting.

Specification differences

The leading value in a row is marked; a row with a missing value names no leader. Our two rows are marked in red.

Specifications of Sonar Reasoning Pro and Llama 3.1 Euryale 70B v2.2
SpecificationPerplexity Sonar Reasoning ProSao10K Llama 3.1 Euryale 70B v2.2
MakerPerplexitySao10K
WeightsNo public weights listedOpen weights
ReleasedMarch 7, 2025August 28, 2024
Context window128K131K
Input $/Mtok$2.00$0.85
Output $/Mtok$8.00$0.85
Coding indexNot benchmarkedNot benchmarked
Independent measurements behind it00
Cost per solved taskNot computableNot computable
SourceOpenRouter listingOpenRouter listing

Questions

Is Sonar Reasoning Pro better than Llama 3.1 Euryale 70B v2.2 for coding?

Neither model has a coding score yet, so the two cannot be ranked on coding. Compare them on price, context and the boards below.

Which is cheaper, Sonar Reasoning Pro or Llama 3.1 Euryale 70B v2.2?

Sonar Reasoning Pro costs $2.00 per million input tokens and $8.00 per million output tokens; Llama 3.1 Euryale 70B v2.2 costs $0.85 and $0.85. Cost per solved task is known for neither of them.

Which has the bigger context window, Sonar Reasoning Pro or Llama 3.1 Euryale 70B v2.2?

Llama 3.1 Euryale 70B v2.2, with 131K tokens against 128K.

Has any benchmark tested both Sonar Reasoning Pro and Llama 3.1 Euryale 70B v2.2?

No benchmark has tested both yet. Sonar Reasoning Pro has results on AA Intelligence Index; Llama 3.1 Euryale 70B v2.2 has none yet. Compare them on price and context instead. Data as of October 22, 2026.

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