Model Comparison

    GPT-5.1 ThinkingvsLlama 3.1 70B Instruct

    API pricing, context window, throughput, and benchmark performance compared side by side. Llama 3.1 70B Instruct costs 96% less per million tokens.

    OpenAI

    GPT-5.1 Thinking

    OpenAI

    $11.25blended / 1M

    Input

    $1.25

    Output

    $10.00

    400K ctx|Proprietary|80 tok/s
    96%
    cheaper
    Better value
    Meta

    Llama 3.1 70B Instruct

    Meta

    $0.40blended / 1M

    Input

    $0.20

    Output

    $0.20

    128K ctx|Open Source|42 tok/s

    Save $10.85 per million tokens by choosing Llama 3.1 70B Instruct over GPT-5.1 Thinking

    Based on blended rate (1M input + 1M output)

    Full Comparison

    Pricing, specs, and benchmarks side by side

    Metric
    GPT-5.1 Thinking
    Llama 3.1 70B Instruct
    Provider
    Provider
    OpenAI
    Meta
    License
    Proprietary
    Open Source
    Release Date
    2025-11-12
    2024-07-23
    Pricing (per 1M tokens)
    Input Price+525%
    $1.25
    $0.20
    Output Price+4900%
    $10.00
    $0.20
    Blended (1M + 1M)
    $11.25
    $0.40
    Model Details
    Context Window
    400K
    128K
    Max Output Tokens
    N/A
    N/A
    Knowledge Cutoff
    N/A
    N/A
    Throughput
    80 tok/s
    42 tok/s
    Benchmarks
    GPQA
    88.1%
    41.7%
    SWE-bench Verified
    76.3%
    —
    FrontierMath
    26.7%
    —
    AIME 2025
    94%
    —
    MMMU
    85.4%
    —
    Benchmark Wins
    GPT-5.1 Thinking 1|0 Llama 3.1 70B Instruct

    Verdict

    GPT-5.1 Thinking vs Llama 3.1 70B Instruct: The Bottom Line

    Llama 3.1 70B Instruct offers significantly lower pricing, while GPT-5.1 Thinking leads on benchmark performance. Your choice depends on whether cost efficiency or raw capability matters more for your use case.

    View GPT-5.1 Thinking detailsView Llama 3.1 70B Instruct details

    FAQ

    GPT-5.1 Thinking vs Llama 3.1 70B Instruct

    Common questions about comparing GPT-5.1 Thinking and Llama 3.1 70B Instruct pricing, performance, and capabilities.

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    ← GPT-5.1 Thinking DetailsBrowse All Models →

    About This Comparison

    This page compares GPT-5.1 Thinking by OpenAI against Llama 3.1 70B Instruct by Meta across pricing, model specifications, and benchmark performance. All pricing data reflects the latest published API rates per million tokens.

    Use this comparison to make informed decisions about which model fits your use case. Whether you're optimizing for cost, performance, or context window size, the data above provides a clear picture of how GPT-5.1 Thinking and Llama 3.1 70B Instruct stack up.

    All Large Language Models

    OpenAI

    70 models
    GPT-5.6 Luna·GPT-5.6 Sol·GPT-5.6 Terra·gpt-5.5-instant·gpt-5.5·gpt-5.5-pro·gpt-5.4-mini·gpt-5.4-nano·gpt-5.4·gpt-5.4-pro·gpt-5.3-chat-latest·gpt-5.3-instant·gpt-5.3-codex·GPT-5.2 Codex·gpt-5.2·gpt-5.1-codex·gpt-5.1-codex-mini·GPT-5.1 Codex High·GPT-5.1 High·GPT-5.1 Instant·GPT-5.1 Medium·gpt-5-codex·gpt-5.2-pro·gpt-5·GPT-5 High·GPT-5 Medium·gpt-5-mini·gpt-5-nano·GPT OSS 120B·GPT OSS 120B High·GPT OSS 20B·GPT OSS 20B High·o3-pro·o3·o4-mini·gpt-4.1·gpt-4.1-mini·gpt-4.1-nano·o1-pro·gpt-4.5-preview·o3-mini·o1·gpt-5-pro·gpt-5.1·o1 mini·o1 preview·o1-mini-2024-09-12·o1-preview-2024-09-12·GPT-4o-2024-08-06·GPT-4o-mini·GPT-4o·GPT-4o-2024-05-13·GPT-4-turbo-2024-04-09·GPT-3.5-turbo-0125·GPT-4-turbo-0125·GPT-3.5-turbo-1106·GPT-4 Turbo·GPT-4-turbo-1106·computer-use-preview·gpt-4o-audio-preview·GPT-3.5-turbo-16k·GPT-4-0613·GPT-4-32k-0613·GPT-3.5 Turbo·GPT-4·GPT-4-32k·GPT-3.5-turbo·gpt-5.5-chat-latest·gpt-realtime-2

    Anthropic

    27 models
    Claude Opus 5·Claude Sonnet 5·Claude Fable 5·Claude Mythos 5·Claude Opus 4.8·Claude Opus 4.7·Claude Sonnet 4.6·Claude Opus 4.6·Claude Opus 4.5·Claude Haiku 4.5·Claude Sonnet 4.5·Claude Opus 4.1·Claude Opus 4·Claude Sonnet 4·Claude Sonnet 3.7·Claude Haiku 3.5·Claude 3.5 Haiku·Claude 3.5 Sonnet·Claude 3 Haiku·Claude Haiku 3·Claude 3 Opus·Claude 3 Sonnet·Claude Opus 3·Claude 2.1·Claude Instant 1.2·Claude 2·Claude Sonnet 3.5

    Google

    29 models
    Gemini 3.5 Flash-Lite·Gemini 3.6 Flash·Gemini 3.5 Flash·Gemma 4 26B MoE·Gemma 4 26B-A4B·Gemma 4 31B·Gemma 4 E2B·Gemma 4 E4B·Gemini 3.1 Flash Lite Preview·Gemini 3.1 Pro·Gemini 3 Flash Preview·Gemini 3 Pro Preview·Gemma 3n E4B Instructed·Gemini 2.5 Flash Lite·Gemini 2.5 Pro·Gemini 2.5 Pro Preview 06-05·Gemini 2.5 Flash·Gemma 3 12B·Gemma 3 27B·Gemma 3 4B·Gemini 2.0 Flash·Gemini 2.0 Flash Lite·Gemini 1.5 Pro·Gemini 1.5 Flash·Gemini 1.5 Flash·Gemini 1.5 Flash 8B·Gemini 1.0 Pro·Gemini 1.5 Pro·Gemini 3.1 Pro Preview

    Cursor

    2 models
    Composer 2·Composer 2 (Fast)

    Perplexity

    5 models
    Llama 3.1 70b·Sonar·R1 1776·Sonar Deep Research·Sonar Pro

    xAI

    20 models
    Grok 4.5·Grok Build 0.1·Grok 4.3·Grok 4.20·Grok-4.1·Grok-4.1 Fast Non-Reasoning·Grok-4.1 Fast Reasoning·Grok-4.1 Thinking·Grok 4 Fast·Grok Code Fast 1·Grok-4 Fast Non-Reasoning·Grok-4 Fast Reasoning·Grok 4·Grok 3·Grok 3 Mini·Grok 2·Grok 2 Vision·Grok 3 Fast·Grok 3 Mini Fast·Grok 4.1 Fast

    DeepSeek

    15 models
    DeepSeek-V4-Flash-Max·DeepSeek-V4-Pro-Max·DeepSeek V3.2·deepseek-chat·DeepSeek-V3.2-Exp·DeepSeek-R1-0528·DeepSeek-V3 0324·DeepSeek R1·DeepSeek R1 Distill Llama 70B·DeepSeek R1 Distill Qwen 32B·DeepSeek V3.1·DeepSeek V3·DeepSeek-V2.5·DeepSeek V2·deepseek-coder

    Groq

    9 models
    Llama 4 Maverick (Groq)·Llama 4 Scout (Groq)·DeepSeek R1 (Groq)·Llama 3.3 70B (Groq)·Llama 3.1 70b·Llama 3.1 8B (Groq)·Mixtral 8x7B·Mistral Small 2503 (Groq)·Qwen QwQ 32B (Groq)

    MiniMax

    5 models
    MiniMax M2.7·MiniMax M2.5·MiniMax M2.1·MiniMax M2·MiniMax M1 80K

    Qwen

    37 models
    Qwen3.7 Flash·Qwen3.7 Plus·Qwen3.7 Max·Qwen3.6-27B·Qwen3.6 Plus·Qwen3.5-122B-A10B·Qwen3.5-27B·Qwen3.5-35B-A3B·Qwen 3.5 397B A17B·Qwen3 Max·Qwen3 VL 235B A22B Instruct·Qwen3 VL 235B A22B Thinking·Qwen3 VL 30B A3B Instruct·Qwen3 VL 30B A3B Thinking·Qwen3 VL 4B Instruct·Qwen3 VL 4B Thinking·Qwen3 VL 8B Instruct·Qwen3 VL 8B Thinking·Qwen3-Next-80B-A3B-Instruct·Qwen3-Next-80B-A3B-Thinking·Qwen Plus Latest·Qwen3-235B-A22B-Thinking-2507·Qwen3-235B-A22B-Instruct-2507·Qwen 3 14B·Qwen 3 235B A22B·Qwen 3 30B A3B·Qwen 3 32B·Qwen 3 8B·Qwen3-Coder·QwQ-32B-Preview·Qwen 2.5 72B Instruct·Qwen2.5 7B Instruct·Qwen2.5-Coder 32B Instruct·Qwen 3 4B·Qwen Max Latest·Qwen QwQ Plus·Qwen Turbo Latest

    01.ai

    1 models
    Yi-Large

    AI21 Labs

    2 models
    Jamba 1.5 Large·Jamba 1.5 Mini

    Amazon

    10 models
    Amazon Nova 2 Lite·Amazon Nova Lite·Amazon Nova 2 Omni·Amazon Nova Premier·Amazon Nova Micro·Amazon Nova Pro·Nova Lite·Nova Micro·Nova Pro·Amazon Nova 2 Pro

    Anyscale

    2 models
    Llama 3 70b·Mixtral 8x7B
    B

    Baidu

    1 models
    ERNIE 4.5

    Cerebras

    5 models
    Llama 3.3 70B (Cerebras)·DeepSeek R1 (Cerebras)·DeepSeek V3 (Cerebras)·Llama 3.1 8B (Cerebras)·Qwen 2.5 32B (Cerebras)

    Cohere

    4 models
    Command R7B·Command R·Command R+·Command A

    DeepInfra

    6 models
    Llama 3.3 70B (DeepInfra)·Llama 3.1 405B (DeepInfra)·DeepSeek R1 (DeepInfra)·DeepSeek V3 (DeepInfra)·Mistral Small 2501 (DeepInfra)·Qwen 2.5 72B (DeepInfra)

    Fireworks

    10 models
    DeepSeek V3.2 (Fireworks)·DeepSeek R1 (Fireworks)·Llama 4 Maverick (Fireworks)·Llama 3.1 405b·Llama 3.1 405B (Fireworks)·Llama 3.1 70b·Yi-Large·Mixtral 8x7B·Kimi K2.5 (Fireworks)·Llama 4 Scout (Fireworks)

    Hyperbolic

    4 models
    Llama 3.1 405B (Hyperbolic)·DeepSeek R1 (Hyperbolic)·DeepSeek V3 (Hyperbolic)·Qwen 3 235B A22B (Hyperbolic)

    IBM

    1 models
    Granite 3.3 8B Instruct

    IBM Watsonx

    6 models
    Granite 3.1 8B Instruct·Llama 3.1 405b·Llama 3.1 70b·Mistral Large·Granite 3.1 2B Instruct·Granite 3.2 8B Instruct
    I

    Inception

    1 models
    Mercury 2
    i

    inclusionAI

    1 models
    Ling-3.0-flash
    L

    LG AI Research

    1 models
    K-EXAONE-236B-A23B
    M

    Meituan

    4 models
    LongCat-Flash-Lite·LongCat-Flash-Thinking-2601·LongCat-Flash-Thinking·LongCat-Flash-Chat

    Meta

    13 models
    Llama 4 Maverick·Llama 4 Scout·Llama 3.3 70B·Llama 3.3 70B Instruct·Llama 3.2 11B Instruct·Llama 3.2 3B Instruct·Llama 3.2 90B Instruct·Llama 3.1 405B·Llama 3.1 405B Instruct·Llama 3.1 70B·Llama 3.1 8B·Llama 3.1 8B Instruct
    M

    Microsoft

    3 models
    Phi-4-multimodal-instruct·Phi 4·Phi-3.5-mini-instruct

    Mistral

    34 models
    Mistral Medium 3.5·Mistral Small 4·Min istral 3 (3B Reasoning 2512)·Ministral 3 (14B Reasoning 2512)·Ministral 3 (8B Reasoning 2512)·Mistral Large 3 (675B Instruct 2512)·Mistral Large 3·Codestral·Devstral Small 1.1·Devstral Medium·Magistral Medium·Mistral Small 3.1·Mistral Small 3.1 24B Base·Mistral Small 3 24B Instruct·Mistral Large 2411·Pixtral Large 2411·Pixtral Large·Ministral 8B Instruct·Mistral Small·Pixtral-12B·Mistral Large 2·Mistral NeMo Instruct·Mistral Large·Mistral 7B Instruct·Magistral Small·Mistral Codestral·Mistral Devstral·Mistral Devstral 2·Mistral Devstral Small 2·Mistral Medium 3·Mistral Ministral 3B·Mistral Ministral 8B·Mistral Nemo·Mistral Nemo 2407

    Moonshot AI

    7 models
    Kimi K3·Kimi K2.6·Kimi K2.5·Kimi K2 0905·Kimi K2-Thinking-0905·Kimi K2 Instruct·Kimi K2 Thinking

    Nebius AI Studio

    5 models
    Qwen 3 235B A22B (Nebius)·DeepSeek V3 (Nebius)·DeepSeek R1 (Nebius)·Llama 3.1 405B (Nebius)·Llama 3.1 70B (Nebius)
    N

    Nous Research

    1 models
    Hermes 3 70B
    N

    NVIDIA

    1 models
    Nemotron 3 Nano (30B A3B)

    Reka

    3 models
    Reka Core·Reka Edge·Reka Flash

    Replicate

    5 models
    DeepSeek R1 (Replicate)·Llama 3.1 405b·Llama 3.1 405B (Replicate)·Llama 3.1 70b·Mixtral 8x7B

    SambaNova Cloud

    5 models
    Llama 3.3 70B (SambaNova)·Qwen 2.5 72B (SambaNova)·Llama 3.1 405B (SambaNova)·DeepSeek R1 (SambaNova)·DeepSeek V3 (SambaNova)
    S

    StepFun

    1 models
    Step-3.5-Flash

    Together.AI

    10 models
    Llama 4 Maverick (Together)·Llama 4 Scout (Together)·DeepSeek R1 (Together)·Llama 3.3 70B (Together)·Llama 3.1 405b·Llama 3.1 405B (Together)·Llama 3.1 70b·Mixtral 8x7B·DeepSeek V3 (Together)·Qwen 2.5 72B (Together)

    Writer

    8 models
    Palmyra X 004·Palmyra Fin 32k·Palmyra Med 32k·Palmyra X 002·Palmyra X 002 32k·Palmyra X 003·Palmyra X 32k·Palmyra X5
    X

    Xiaomi

    1 models
    MiMo-V2-Flash

    Z AI

    9 models
    GLM-5.1·GLM-5·GLM-5 Code·GLM-4.7-Flash·GLM-4.7·GLM-4.6·GLM-4.5V·GLM-4.5·GLM-4.5 Flash

    Ship faster

    Build with GPT-5.1 Thinking, Llama 3.1 70B Instruct & more

    AnotherWrapper gives you production-ready AI templates with auth, payments, analytics, and multi-provider routing. Pick a template, plug in your API keys, and ship.

    8 Included Demo Apps

    quarterly-report.pdf24 pagesIndexed
    Analyze the attached PDF and summarize the key findings

    Based on my analysis of the quarterly report, here are the key findings:

    1. Revenue grew 23% YoY to $4.2Mp.3

    2. Customer acquisition cost decreased by 15%p.7

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    Chat Agent

    GPT-5.4, Opus 4.6, Gemini 3.1 Pro & more · RAG, vision, browsing & tools

    A production-ready AI assistant with multi-model switching, generative UI, RAG-powered document chat, smart web browsing, and multimodal capabilities.

    Multi-model chat (6+ providers)
    Generative UI components
    Real-time web search
    Multimodal input (text, image, file)
    RAG with PDF citations
    Streaming responses
    OpenAIOpenAIAnthropicAnthropicGoogleGoogleGroqGroqxAIxAIDeepSeekDeepSeek
    8 production apps

    Production Infrastructure

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