Together AI - Gemma 3n-e4B vs GPT-2

Together AI - Gemma 3n-e4B (2026) and GPT-2 (2019) are compact production models from Google DeepMind and OpenAI. Together AI - Gemma 3n-e4B ships a 8k-token context window, while GPT-2 ships a 1k-token context window. This comparison covers specs, pricing, API access, capabilities, benchmarks, input and output token costs, and production fit for coding and agent workloads. It focuses on practical selection signals rather than broad model-family marketing.

Together AI - Gemma 3n-e4B fits 8x more tokens; pick it for long-context work and GPT-2 for tighter calls.

Decision scorecard

Local evidence first
SignalTogether AI - Gemma 3n-e4BGPT-2
Best fortool-calling agentsgeneral production evaluation
Decision fitAgents, Classification, and JSON / Tool useGeneral
Context window8k1k
Cheapest output$0.04/1M tokens-
Provider routes1 tracked0 tracked
Shared benchmarks0 shared0 shared

Decision tradeoffs

Choose Together AI - Gemma 3n-e4B when...
  • Together AI - Gemma 3n-e4B has the larger context window for long prompts, retrieval packs, or transcript analysis.
  • Together AI - Gemma 3n-e4B has broader tracked provider coverage for fallback and route flexibility.
  • Together AI - Gemma 3n-e4B uniquely exposes JSON / Tool use and Structured outputs in local model data.
  • Local decision data tags Together AI - Gemma 3n-e4B for Agents, Classification, and JSON / Tool use.
Choose GPT-2 when...
  • Use GPT-2 when your own prompt tests beat the comparison signals; the local data does not show a decisive standalone advantage yet.

Monthly cost at traffic

Estimate token spend from the cheapest tracked input and output route or tier on this page.

Together AI - Gemma 3n-e4B

$26.00

Cheapest tracked route/tier: Together AI

GPT-2

Unavailable

No complete token price in local provider data

Cost delta unavailable until both models have sourced input and output token prices.

Switch friction

Together AI - Gemma 3n-e4B -> GPT-2
  • No overlapping tracked provider route is sourced for Together AI - Gemma 3n-e4B and GPT-2; plan for SDK, billing, or endpoint changes.
  • Check replacement coverage for JSON / Tool use and Structured outputs before moving production traffic.
GPT-2 -> Together AI - Gemma 3n-e4B
  • No overlapping tracked provider route is sourced for GPT-2 and Together AI - Gemma 3n-e4B; plan for SDK, billing, or endpoint changes.
  • Together AI - Gemma 3n-e4B adds JSON / Tool use and Structured outputs in local capability data.

Specs

Specification
Released2026-03-152019-02-14
Context window8k1k
Parameters4B124M
ArchitectureDecoder OnlyDecoder Only
LicenseGemmaMITOSI-approved
OpennessOpen weightsOpen source
WeightsUnknownUnknown
CodeUnknownUnknown
Commercial useCommercial use: conditionalCommercial use: permitted
Knowledge cutoff2024-062017-12

Pricing and availability

Pricing attributeTogether AI - Gemma 3n-e4BGPT-2
Input price$0.02/1M tokens-
Output price$0.04/1M tokens-
Providers
Together AI
-

Capabilities

CapabilityTogether AI - Gemma 3n-e4BGPT-2
VisionNoNo
MultimodalNoNo
ReasoningNoNo
JSON / Tool useYesNo
Structured outputsYesNo
Code executionNoNo
IDE integrationNoNo
Computer useNoNo
Parallel agentsNoNo

Benchmarks

No shared benchmark scores are currently available for this pair.

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Model pages
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Last reviewed: 2026-06-15. Data sourced from public model cards and provider documentation.