LLM Reference

DeepSeek R1 vs Gemma 2 9B SahabatAI Instruct

DeepSeek R1 (2025) and Gemma 2 9B SahabatAI Instruct (2025) are frontier reasoning models from DeepSeek and GoToCompany. DeepSeek R1 ships a 128k-token context window, while Gemma 2 9B SahabatAI Instruct ships a 8k-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.

DeepSeek R1 fits 16x more tokens; pick it for long-context work and Gemma 2 9B SahabatAI Instruct for tighter calls.

Decision scorecard

Local evidence first
SignalDeepSeek R1Gemma 2 9B SahabatAI Instruct
Best forreasoning-heavy apps and provider-routed productiongeneral production evaluation
Decision fitCoding, RAG, and AgentsGeneral
Context window128k8k
Cheapest output$0.30/1M tokens-
Provider routes14 tracked1 tracked
Shared benchmarks0 shared0 shared

Decision tradeoffs

Choose DeepSeek R1 when...
  • DeepSeek R1 has the larger context window for long prompts, retrieval packs, or transcript analysis.
  • DeepSeek R1 has broader tracked provider coverage for fallback and route flexibility.
  • DeepSeek R1 uniquely exposes Reasoning, Structured outputs, and Code execution in local model data.
  • Local decision data tags DeepSeek R1 for Coding, RAG, and Agents.
Choose Gemma 2 9B SahabatAI Instruct when...
  • Use Gemma 2 9B SahabatAI Instruct 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.

DeepSeek R1

$155

Cheapest tracked route/tier: Bitdeer AI

Gemma 2 9B SahabatAI Instruct

Unavailable

No complete token price in local provider data

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

Switch friction

DeepSeek R1 -> Gemma 2 9B SahabatAI Instruct
  • Provider overlap exists on NVIDIA NIM; start route-level A/B tests there.
  • Check replacement coverage for Reasoning, Structured outputs, and Code execution before moving production traffic.
Gemma 2 9B SahabatAI Instruct -> DeepSeek R1
  • Provider overlap exists on NVIDIA NIM; start route-level A/B tests there.
  • DeepSeek R1 adds Reasoning, Structured outputs, and Code execution in local capability data.

Specs

Specification
Released2025-01-202025-01-01
Context window128k8k
Parameters671B, 37B Active9B
ArchitectureDecoder OnlyDecoder Only
LicenseMITOSI-approvedOpen Weights
OpennessOpen sourceOpen weights
WeightsAvailableUnknown
CodeUnknownUnknown
Commercial useCommercial use: permitted-
Knowledge cutoff2023-12-

Pricing and availability

Pricing attributeDeepSeek R1Gemma 2 9B SahabatAI Instruct
Input price$0.10/1M tokens-
Output price$0.30/1M tokens-
Providers

Capabilities

CapabilityDeepSeek R1Gemma 2 9B SahabatAI Instruct
VisionNoNo
MultimodalNoNo
ReasoningYesNo
JSON / Tool useNoNo
Structured outputsYesNo
Code executionYesNo
IDE integrationNoNo
Computer useNoNo
Parallel agentsNoNo

Benchmarks

No shared benchmark scores are currently available for this pair.

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Last reviewed: 2026-06-30. Data sourced from public model cards and provider documentation.