LLM Reference

Bielik 11B v2.6 Instruct vs Llama 3.1 NemoGuard 8B Topic Control

Bielik 11B v2.6 Instruct (2025) and Llama 3.1 NemoGuard 8B Topic Control (2025) are compact production models from SpeakLeash and NVIDIA AI. Bielik 11B v2.6 Instruct ships a 4k-token context window, while Llama 3.1 NemoGuard 8B Topic Control ships a 4k-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.

Bielik 11B v2.6 Instruct is safer overall; choose Llama 3.1 NemoGuard 8B Topic Control when provider fit matters.

Decision scorecard

Local evidence first
SignalBielik 11B v2.6 InstructLlama 3.1 NemoGuard 8B Topic Control
Best forgeneral production evaluationgeneral production evaluation
Decision fitGeneralClassification
Context window4k4k
Cheapest output--
Provider routes1 tracked1 tracked
Shared benchmarks0 shared0 shared

Decision tradeoffs

Choose Bielik 11B v2.6 Instruct when...
  • Use Bielik 11B v2.6 Instruct when your own prompt tests beat the comparison signals; the local data does not show a decisive standalone advantage yet.
Choose Llama 3.1 NemoGuard 8B Topic Control when...
  • Local decision data tags Llama 3.1 NemoGuard 8B Topic Control for Classification.

Monthly cost at traffic

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

Bielik 11B v2.6 Instruct

Unavailable

No complete token price in local provider data

Llama 3.1 NemoGuard 8B Topic Control

Unavailable

No complete token price in local provider data

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

Switch friction

Bielik 11B v2.6 Instruct -> Llama 3.1 NemoGuard 8B Topic Control
  • Provider overlap exists on NVIDIA NIM; start route-level A/B tests there.
Llama 3.1 NemoGuard 8B Topic Control -> Bielik 11B v2.6 Instruct
  • Provider overlap exists on NVIDIA NIM; start route-level A/B tests there.

Specs

Specification
Released2025-03-012025-01-01
Context window4k4k
Parameters11B8B
ArchitectureDecoder OnlyDecoder Only
LicenseOpen WeightsOpen Weights
OpennessOpen weightsOpen weights
WeightsUnknownUnknown
CodeUnknownUnknown
Commercial use--
Knowledge cutoff--

Pricing and availability

Pricing attributeBielik 11B v2.6 InstructLlama 3.1 NemoGuard 8B Topic Control
Input price--
Output price--
Providers

Pricing not yet sourced for either model.

Capabilities

CapabilityBielik 11B v2.6 InstructLlama 3.1 NemoGuard 8B Topic Control
VisionNoNo
MultimodalNoNo
ReasoningNoNo
JSON / Tool useNoNo
Structured outputsNoNo
Code executionNoNo
IDE integrationNoNo
Computer useNoNo
Parallel agentsNoNo

Benchmarks

No shared benchmark scores are currently available for this pair.

Continue comparing

Last reviewed: 2026-06-29. Data sourced from public model cards and provider documentation.