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Sonar Pro Search vs Ternary Bonsai 2 27B

Ternary Bonsai 2 27B costs 30.0x less per output token than Sonar Pro Search ($0.50 vs $15.00 per million). Updated October 22, 2026; no benchmark has tested both models yet.

Sonar Pro SearchPerplexity
Coding
No data
Overall
No data
Output $/M
$15.00
P Ternary Bonsai 2 27BPrism-ml
Coding
No data
Overall
No data
Output $/M
$0.50
vs $15.00 vs $0.50 per 1M output tokens. Ternary Bonsai 2 27B is 30.0x cheaper.

Sonar Pro Search or Ternary Bonsai 2 27B: 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 either model yet, so price and context are the only way to compare them.

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 Pro Search not benchmarked, Ternary Bonsai 2 27B 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 Pro Search $15.00 against Ternary Bonsai 2 27B $0.50 per million output tokens, 30.0x apart.
Context window
Sonar Pro Search takes 200K tokens, Ternary Bonsai 2 27B 262K.

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.

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 Pro Search$0.011Fits in one request
Ternary Bonsai 2 27B$0.0003Fits in one request

Ternary Bonsai 2 27B costs less

Repository review

50K input + 3K output tokens

Sonar Pro Search$0.195Fits in one request
Ternary Bonsai 2 27B$0.0053Fits in one request

Ternary Bonsai 2 27B costs less

Agent loop

200K input + 10K output tokens

Sonar Pro Search$0.750Exceeds the context window
Ternary Bonsai 2 27B$0.020Fits in one request

Ternary Bonsai 2 27B 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 Pro Search and Ternary Bonsai 2 27B
SpecificationPerplexity Sonar Pro SearchPrismML Ternary Bonsai 2 27B
MakerPerplexityPrism-ml
WeightsNo public weights listedOpen weights
ReleasedOctober 30, 2025September 18, 2026
Context window200K262K
Input $/Mtok$3.00$0.075
Output $/Mtok$15.00$0.50
Coding indexNot benchmarkedNot benchmarked
Independent measurements behind it00
Cost per solved taskNot computableNot computable
SourceOpenRouter listingOpenRouter listing

Questions

Is Sonar Pro Search better than Ternary Bonsai 2 27B 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 Pro Search or Ternary Bonsai 2 27B?

Sonar Pro Search costs $3.00 per million input tokens and $15.00 per million output tokens; Ternary Bonsai 2 27B costs $0.075 and $0.50. Cost per solved task is known for neither of them.

Which has the bigger context window, Sonar Pro Search or Ternary Bonsai 2 27B?

Ternary Bonsai 2 27B, with 262K tokens against 200K.

Has any benchmark tested both Sonar Pro Search and Ternary Bonsai 2 27B?

No benchmark has tested either model yet, so price and context are the only way to compare them. Data as of October 22, 2026.

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