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HomeModelsMeta: Llama 3.2 11B Vision Instruct
MetaBudget

Meta: Llama 3.2 11B Vision Instruct

The go-to vision model when budget is the top constraint and good-enough accuracy is acceptable.

52
Coding
60
Writing
55
Research
65
Images
92
Value
60
Long Context
Use this when

Budget-conscious developers who need basic vision capabilities without paying premium multimodal prices.

Skip this if

You need precise OCR, complex chart interpretation, or visual reasoning that requires flagship-level accuracy — the quality gap versus GPT-4o is significant on hard vision benchmarks.

Pricing
$0.34/1M in
$0.34/1M out
↑41%since May 2026
Context
131k tokens
Speed
Fast

Available via multiple inference providers including Together AI, Fireworks, and OpenRouter. As an open-weight model, it can also be self-hosted for even lower marginal costs at scale. Part of Meta's Llama 3.2 family which also includes a 90B vision variant for heavier workloads.

How to access
API
$0.345/1M input tokens
Subscription = chat interface. API = build with it. Compare all subscription plans
Switch to instead if...
Best overall
Claude Fable 5
Cheaper option
Meta: Llama 3.1 8B Instruct
Faster option
Llama 4 Maverick

Strengths

Exceptional price at $0.049/1M tokens for both input and output — roughly 40x cheaper than GPT-4o for vision tasks

Open-weight model allows self-hosting and fine-tuning for custom applications

Solid image understanding for a model of its size, handling charts, diagrams, and photos competently

128K context window is generous for a budget-tier model

Weaknesses

Vision quality noticeably lags behind GPT-4o, Claude Sonnet 4.6, and Gemini 3.1 Pro on complex visual reasoning tasks

11B parameter count limits nuanced reasoning, multi-step logic, and sophisticated code generation compared to flagship models

Struggles with dense text extraction from images and fine-grained visual detail recognition

Real-world use cases

What people actually use Meta: Llama 3.2 11B Vision Instruct for.

Batch-processing thousands of product images to generate alt-text or category labels at minimal cost

Extracting structured data from simple forms or receipts in a high-volume document pipeline

Prototyping a vision-enabled chatbot before committing to a more expensive frontier model

Price History

Meta: Llama 3.2 11B Vision Instruct pricing over time

↑41% since May 9

$0.373$0.336$0.299$0.262$0.225May 9May 18May 29Jun 7Jun 17Jun 26

48 data points · tracked daily since May 9, 2026

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Start using Meta: Llama 3.2 11B Vision Instruct

Budget-conscious developers who need basic vision capabilities without paying premium multimodal prices.. Start free — no card required.

Try Meta: Llama 3.2 11B Vision Instruct freeCompare alternatives

Recommendations are made independently based on real-world use and public benchmarks. See our disclosures for details.

Compare alternatives

Similar models worth checking before you commit.

MetaBudget

Llama 4 Maverick

Flexible open-weight model for teams that want control, portability, and solid general-purpose performance.

Verdict
Best flexible option for teams that need open-weight portability.
Quality score
62%
Pricing
$0.15/1M in
$0.60/1M out
Speed
Fast
Best for flexible self-hosted deployments and mixed general workloads
Context
256k tokens
Strong strategic fit for teams thinking about data sovereignty or custom fine-tuning.
Open weightsSelf-hostedFlexible
Best for
Flexible self-hosted deployments and mixed general workloads
View model
MetaBudget

Meta: Llama 3.1 70B Instruct

Meta's Llama 3.1 70B Instruct is a open-weight large language model with 70 billion parameters, fine-tuned for instruction following across coding, reasoning, and general-purpose tasks. It offers a strong balance of capability and cost at $0.40/1M tokens for both input and output.

Verdict
The go-to budget open-weight model for teams who need solid LLM capability without frontier model pricing.
Quality score
65%
Pricing
$0.40/1M in
$0.40/1M out
Speed
Fast
Best for teams needing capable open-weight llm performance at budget pricing for coding assistance, summarization, or rag pipelines.
Context
131k tokens
Pricing shown is via third-party API providers (e.g., OpenRouter, Together AI) — costs may vary. Meta releases Llama 3.1 weights publicly, enabling self-hosting at even lower cost. Not available directly from Meta as a hosted API.
Open-weightBudgetInstruction-tunedLong contextSelf-hostable
Best for
Teams needing capable open-weight LLM performance at budget pricing for coding assistance, summarization, or RAG pipelines.
View model
MistralBudget

Mistral: Mistral Medium 3.1

Mistral Medium 3.1 is a multimodal mid-tier model from Mistral that supersedes Mistral Large 2, offering vision capabilities alongside strong text performance at a significantly reduced price point. It targets the sweet spot between budget models and expensive flagships, with a 128K context window and competitive multilingual support.

Verdict
The best Mistral model for budget-conscious builders who still need multimodal capability and solid multilingual output.
Quality score
70%
Pricing
$0.40/1M in
$2.00/1M out
Speed
Fast
Best for cost-sensitive teams needing solid coding, instruction-following, and basic vision tasks without paying flagship prices.
Context
131k tokens
Officially supersedes Mistral Large 2, representing a generational shift in Mistral's lineup toward multimodal capability at lower cost tiers. Available via Mistral API and select cloud providers. No function calling limitations noted at this tier.
BudgetMultimodalMultilingualMid-tierVision
Best for
Cost-sensitive teams needing solid coding, instruction-following, and basic vision tasks without paying flagship prices.
View model

Change history

Pricing moves, ranking shifts, and capability updates.

PricingJun 8, 2026

Meta: Llama 3.2 11B Vision Instruct — output price increase

Meta: Llama 3.2 11B Vision Instruct output pricing changed from $0.24/1M to $0.34/1M (↑ more expensive, 41% increase).

View model
PricingJun 8, 2026

Meta: Llama 3.2 11B Vision Instruct — input price increase

Meta: Llama 3.2 11B Vision Instruct input pricing changed from $0.24/1M to $0.34/1M (↑ more expensive, 41% increase).

View model
PricingApr 11, 2026

Meta: Llama 3.2 11B Vision Instruct — input price increase

Meta: Llama 3.2 11B Vision Instruct input pricing changed from $0.05/1M to $0.24/1M (��� more expensive, 400% increase).

View model
PricingApr 11, 2026

Meta: Llama 3.2 11B Vision Instruct — output price increase

Meta: Llama 3.2 11B Vision Instruct output pricing changed from $0.05/1M to $0.24/1M (↑ more expensive, 400% increase).

View model
New ModelMar 27, 2026

Meta: Llama 3.2 11B Vision Instruct — added to UseRightAI

Meta: Llama 3.2 11B Vision Instruct (Meta) is now indexed. The go-to vision model when budget is the top constraint and good-enough accuracy is acceptable.

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FAQ

What is Meta: Llama 3.2 11B Vision Instruct best for?

Meta: Llama 3.2 11B Vision Instruct is best for budget-conscious developers who need basic vision capabilities without paying premium multimodal prices.. It is a strong fit when that workflow matters more than the tradeoffs around budget pricing and fast speed.

When should I avoid Meta: Llama 3.2 11B Vision Instruct?

You need precise OCR, complex chart interpretation, or visual reasoning that requires flagship-level accuracy — the quality gap versus GPT-4o is significant on hard vision benchmarks.

What is a cheaper alternative to Meta: Llama 3.2 11B Vision Instruct?

Meta: Llama 3.1 8B Instruct is the lower-cost option to compare first when you want a similar workflow fit with less token spend.

What is a faster alternative to Meta: Llama 3.2 11B Vision Instruct?

Llama 4 Maverick is the better pick when response time matters more than maximum depth or premium quality.

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