LLM Reference

Code Davinci 001 vs Mixtral 8x7B Instruct v0.1

Code Davinci 001 (2021) and Mixtral 8x7B Instruct v0.1 (2023) compare a coding-specialized model against a standalone API model. Code Davinci 001 ships a not-yet-sourced context window, while Mixtral 8x7B Instruct v0.1 ships a 33k-token context window. This page treats the result as workflow and deployment fit, not a universal model winner.

Treat this as a product-type comparison: Code Davinci 001 is coding-specialized model, while Mixtral 8x7B Instruct v0.1 is standalone API model. Choose based on workflow fit before reading any benchmark or price row as decisive.

Decision scorecard

Local evidence first
SignalCode Davinci 001Mixtral 8x7B Instruct v0.1
Product typeCoding-specialized modelStandalone API model
Best forcustom coding agents and code generationprovider-routed production
Decision fitCodingGeneral
Context window33k
Cheapest output-$0.45/1M tokens
Provider routes0 tracked5 tracked
Shared benchmarks0 rows0 rows

Decision tradeoffs

Choose Code Davinci 001 when...
  • Local decision data tags Code Davinci 001 for Coding.
Choose Mixtral 8x7B Instruct v0.1 when...
  • Mixtral 8x7B Instruct v0.1 has the larger context window for long prompts, retrieval packs, or transcript analysis.
  • Mixtral 8x7B Instruct v0.1 has broader tracked provider coverage for fallback and procurement flexibility.

Monthly cost at traffic

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

Code Davinci 001

Unavailable

No complete token price in local provider data

Mixtral 8x7B Instruct v0.1

$233

Cheapest tracked route/tier: DeepInfra

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

Switch friction

Code Davinci 001 -> Mixtral 8x7B Instruct v0.1
  • No overlapping tracked provider route is sourced for Code Davinci 001 and Mixtral 8x7B Instruct v0.1; plan for SDK, billing, or endpoint changes.
Mixtral 8x7B Instruct v0.1 -> Code Davinci 001
  • No overlapping tracked provider route is sourced for Mixtral 8x7B Instruct v0.1 and Code Davinci 001; plan for SDK, billing, or endpoint changes.

Specs

Specification
Released2021-07-012023-12-10
Context window33k
Parameters56B
Architecturedecoder onlydecoder only
LicenseProprietaryApache 2.0(OSI)
OpennessProprietaryOpen source
Commercial useCommercial use with conditionsCommercial use allowed
Knowledge cutoff-2023-12

Pricing and availability

Pricing attributeCode Davinci 001Mixtral 8x7B Instruct v0.1
Input price-$0.15/1M tokens
Output price-$0.45/1M tokens
Providers-

Capabilities

CapabilityCode Davinci 001Mixtral 8x7B Instruct v0.1
VisionNoNo
MultimodalNoNo
ReasoningNoNo
Function callingNoNo
Tool useNoNo
Structured outputsNoNo
Code executionNoNo
IDE integrationNoNo
Computer useNoNo
Parallel agentsNoNo

Benchmarks

No shared benchmark rows are currently sourced for this pair.

Deep dive

The capability footprint is close: both models cover the core production surface. That makes context budget, benchmark fit, and provider maturity more important than a simple checklist. If your application depends on one integration detail, verify it against the provider route you plan to use, not just the base model listing.

Pricing coverage is uneven: Code Davinci 001 has no token price sourced yet and Mixtral 8x7B Instruct v0.1 has $0.15/1M input tokens. Provider availability is 0 tracked routes versus 5. Treat unknown pricing as an integration gap, then verify the route you will actually call before estimating production spend.

Choose Code Davinci 001 when coding workflow support are central to the workload. Choose Mixtral 8x7B Instruct v0.1 when provider fit and broader provider choice are more important. For production, rerun your own prompts through the exact provider, region, and tool stack you plan to ship. This keeps the decision grounded in measurable tradeoffs instead of brand-level assumptions. It also helps separate model capability from provider packaging, which can change cost and latency. For teams standardizing a stack, that distinction is often the difference between a benchmark win and a reliable deployment.

FAQ

Is Code Davinci 001 or Mixtral 8x7B Instruct v0.1 open source?

Code Davinci 001 is listed under Proprietary. Mixtral 8x7B Instruct v0.1 is listed under Apache 2.0. License labels affect whether you can self-host, redistribute weights, or rely only on hosted APIs, so confirm the upstream license before deployment.

Where can I run Code Davinci 001 and Mixtral 8x7B Instruct v0.1?

Code Davinci 001 is available on the tracked providers still being sourced. Mixtral 8x7B Instruct v0.1 is available on Together AI, OctoML (Deprecated), AWS Bedrock, IBM watsonx, and DeepInfra. Provider coverage can affect latency, region availability, compliance posture, and fallback options.

When should I pick Code Davinci 001 over Mixtral 8x7B Instruct v0.1?

Treat this as a product-type comparison: Code Davinci 001 is coding-specialized model, while Mixtral 8x7B Instruct v0.1 is standalone API model. Choose based on workflow fit before reading any benchmark or price row as decisive. If your workload also depends on coding workflow support, start with Code Davinci 001; if it depends on provider fit, run the same evaluation with Mixtral 8x7B Instruct v0.1.

What is the main difference between Code Davinci 001 and Mixtral 8x7B Instruct v0.1?

Code Davinci 001 and Mixtral 8x7B Instruct v0.1 differ most on context, provider coverage, capabilities, or pricing depending on the data currently sourced. Use the specs table first, then validate the model behavior with your own prompts.

Continue comparing

Last reviewed: 2026-06-01. Data sourced from public model cards and provider documentation.