Model comparison

DeepSeek-V3-0324vsgemma-4-31B-it

Decision Card metrics — latency, license, lineage overlap, benchmarks, and repo health from the live graph.

Decision metrics

AttributeDeepSeek-V3-0324gemma-4-31B-it
Licenseunknownunknown
ParametersModel size31B
Context window
Architecturetext-generationimage-text-to-text
Hardware class
Latency
$ / 1M tokens
Verified TTFT
Repo health (RIS)
Graph trust8888
Lineage2 papersNo lineage links
Graph score3.1K3.1K

Decision cards

DeepSeek-V3-0324
Licenseunknown
Parameters
Context
Architecturetext-generation
Lifecycle
BenchmarksPending verified runs
Repo healthNo linked repo
EconomicsEconomics pending verified runs
gemma-4-31B-it
Licenseunknown
Parameters31B
Context
Architectureimage-text-to-text
Lifecycle
Base: google/gemma-4-31B
BenchmarksPending verified runs
Repo healthNo linked repo
EconomicsEconomics pending verified runs

DeepSeek-V3-0324

Hugging Face model with 3132 likes. Tags: transformers, safetensors, deepseek_v3, text-generation, conversational, custom_code, arxiv:2412.19437, license:mit, eval-results, text-generation-inference

gemma-4-31B-it

Hugging Face model with 3112 likes. Tags: transformers, safetensors, gemma4, image-text-to-text, conversational, base_model:google/gemma-4-31B, base_model:finetune:google/gemma-4-31B, license:apache-2.0, eval-results, endpoints_compatible