Model comparison

Gemma 1.1 7b IT vs Sonar

Sonar is the stronger model overall, scoring 38.5 to 31.3 on the Noometry Index.

Last verified . 0 shared benchmarks.

Gemma 1.1 7b IT Google

31.3

Rank #277 Confirmed

Sonar Perplexity

38.5

Rank #187 Confirmed

Summary

  • The widest gap is in writing & preference, where Sonar leads 52.6 to 30.4.
  • Gemma 1.1 7b IT has downloadable open weights; the other is API-only.

Side by side

Gemma 1.1 7b IT and Sonar specifications
Gemma 1.1 7b ITSonar
ProviderGooglePerplexity
Noometry Index31.338.5
Released—2024-01-01
WeightsOpenProprietary
Context window—128K
Max output—4K
Input $ / M tokens—$1
Output $ / M tokens—$1
Results tracked197

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Category by category

Coding Sonar leads

Gemma 1.1 7b IT: 31.5 (#284), Sonar: 35.7 (#221)

Coding benchmarks
BenchmarkGemma 1.1 7b ITSonar
LiveBench Coding—35.1%
LMArena Coding1084—
HumanEval+35.4%—
MBPP+45%—

Reasoning Too close to call

Gemma 1.1 7b IT: 20.5 (#238), Sonar: 21.1 (#227)

Reasoning benchmarks
BenchmarkGemma 1.1 7b ITSonar
LiveBench Reasoning—46.3%
LMArena Hard Prompts1071—
LiveBench Data Analysis—37.9%
LiveBench—46.9%

Math Sonar leads

Gemma 1.1 7b IT: 32.0 (#220), Sonar: 33.7 (#200)

Math benchmarks
BenchmarkGemma 1.1 7b ITSonar
LiveBench Math—41.6%
LMArena Math1107—

Knowledge Not comparable

Gemma 1.1 7b IT: 28.3 (#247), Sonar: —

Knowledge benchmarks
BenchmarkGemma 1.1 7b ITSonar
LMArena Expert1039—

Multilingual Not comparable

Gemma 1.1 7b IT: 28.1 (#273), Sonar: —

Multilingual benchmarks
BenchmarkGemma 1.1 7b ITSonar
LMArena Non-English1052—
LMArena Chinese1061—
LMArena French1065—
LMArena German1054—
LMArena Japanese971—
LMArena Korean988—
LMArena Russian1046—
LMArena Spanish1049—

Instruction Following Sonar leads

Gemma 1.1 7b IT: 54.0 (#283), Sonar: 71.4 (#150)

Instruction Following benchmarks
BenchmarkGemma 1.1 7b ITSonar
LiveBench Instruction Following—76.2%
LMArena Instruction Following1057—

Long Context Not comparable

Gemma 1.1 7b IT: 32.1 (#272), Sonar: —

Long Context benchmarks
BenchmarkGemma 1.1 7b ITSonar
LMArena Longer Query1056—

Writing & Preference Sonar leads

Gemma 1.1 7b IT: 30.4 (#288), Sonar: 52.6 (#167)

Writing & Preference benchmarks
BenchmarkGemma 1.1 7b ITSonar
LMArena Text1094—
LMArena Creative Writing1060—
LMArena Multi-Turn1040—
LiveBench Language—44.1%

Frequently asked questions

Is Gemma 1.1 7b IT better than Sonar?

Sonar is the stronger model overall, scoring 38.5 to 31.3 on the Noometry Index.

Is Gemma 1.1 7b IT or Sonar better for coding?

Sonar scores higher on coding benchmarks: 35.7 versus 31.5 in the Noometry coding category.

How many benchmarks do Gemma 1.1 7b IT and Sonar share?

0 benchmarks have published results for both models. Gemma 1.1 7b IT has 19 scored results on Noometry and Sonar has 7.

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