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Weights & Biases

HQ: United StatesDatacenters: United StatesPrivacyTerms

Average response time

18.84 s

Estimated 500-token answer. Across 19 models with recent complete speed data.

Average response start

0.40 s

Wait until the first token. Across 19 models with recent response start data.

Average output speed

79.8 tok/s

Generated tokens per second. Across 19 models with recent output speed data.

AI Models available from Weights & Biases

Prices and recent speed measurements below are for Weights & Biases endpoints. A 500-token response combines the wait for the first token with the time to generate 500 output tokens.

Models

Showing 19 models

  • Model
    Z.ai: GLM 5.2

    z-ai/glm-5.2

    Text
    Current pricing & context
    Input price
    $1.39 / 1M tokens
    Context
    1M
    Speed measurements
    500-token response
    4.96 s
    Response starts
    0.41 s
    Output speed
    110.0 tok/s
    Model details
    Model type
    Text
    Provider options
    1
  • Model
    MoonshotAI: Kimi K2.7 Code

    moonshotai/kimi-k2.7-code

    Text
    Current pricing & context
    Input price
    $0.94 / 1M tokens
    Context
    262.1K
    Speed measurements
    500-token response
    4.62 s
    Response starts
    0.87 s
    Output speed
    133.5 tok/s
    Model details
    Model type
    Text
    Provider options
    1
  • Model
    IBM: Granite 4.1 8B

    ibm-granite/granite-4.1-8b

    Text
    Current pricing & context
    Input price
    $0.05 / 1M tokens
    Context
    131.1K
    Speed measurements
    500-token response
    4.67 s
    Response starts
    0.12 s
    Output speed
    110.0 tok/s
    Model details
    Model type
    Text
    Provider options
    1
  • Model
    Qwen: Qwen3.6 35B A3B

    qwen/qwen3.6-35b-a3b

    Text
    Current pricing & context
    Input price
    $0.25 / 1M tokens
    Context
    262.1K
    Speed measurements
    500-token response
    2.99 s
    Response starts
    0.26 s
    Output speed
    183.0 tok/s
    Model details
    Model type
    Text
    Provider options
    1
  • Model
    Qwen: Qwen3.6 27B

    qwen/qwen3.6-27b

    Text
    Current pricing & context
    Input price
    $0.6 / 1M tokens
    Context
    262.1K
    Speed measurements
    500-token response
    62.74 s
    Response starts
    0.24 s
    Output speed
    8.0 tok/s
    Model details
    Model type
    Text
    Provider options
    1
  • Model
    DeepSeek: DeepSeek V4 Pro

    deepseek/deepseek-v4-pro

    Text
    Current pricing & context
    Input price
    $1.74 / 1M tokens
    Context
    1M
    Speed measurements
    500-token response
    101.19 s
    Response starts
    1.19 s
    Output speed
    5.0 tok/s
    Model details
    Model type
    Text
    Provider options
    1
  • Model
    DeepSeek: DeepSeek V4 Flash

    deepseek/deepseek-v4-flash

    Text
    Current pricing & context
    Input price
    $0.14 / 1M tokens
    Context
    1M
    Speed measurements
    500-token response
    23.45 s
    Response starts
    0.73 s
    Output speed
    22.0 tok/s
    Model details
    Model type
    Text
    Provider options
    1
  • Model
    MoonshotAI: Kimi K2.6

    moonshotai/kimi-k2.6

    Text
    Current pricing & context
    Input price
    $0.95 / 1M tokens
    Context
    262.1K
    Speed measurements
    500-token response
    5.85 s
    Response starts
    0.30 s
    Output speed
    90.0 tok/s
    Model details
    Model type
    Text
    Provider options
    1
  • Model
    Google: Gemma 4 31B

    google/gemma-4-31b-it

    Text
    Current pricing & context
    Input price
    $0.12 / 1M tokens
    Context
    262.1K
    Speed measurements
    500-token response
    71.73 s
    Response starts
    0.30 s
    Output speed
    7.0 tok/s
    Model details
    Model type
    Text
    Provider options
    1
  • Model
    Qwen: Qwen3.5-35B-A3B

    qwen/qwen3.5-35b-a3b

    Text
    Current pricing & context
    Input price
    $0.25 / 1M tokens
    Context
    262.1K
    Speed measurements
    500-token response
    3.21 s
    Response starts
    0.42 s
    Output speed
    179.0 tok/s
    Model details
    Model type
    Text
    Provider options
    1
  • Model
    MiniMax: MiniMax M2.5

    minimax/minimax-m2.5

    Text
    Current pricing & context
    Input price
    $0.3 / 1M tokens
    Context
    204.8K
    Speed measurements
    500-token response
    6.55 s
    Response starts
    0.53 s
    Output speed
    83.0 tok/s
    Model details
    Model type
    Text
    Provider options
    1
  • Model
    DeepSeek: DeepSeek V3.1

    deepseek/deepseek-chat-v3.1

    Text
    Current pricing & context
    Input price
    $0.55 / 1M tokens
    Context
    161K
    Speed measurements
    500-token response
    10.35 s
    Response starts
    0.35 s
    Output speed
    50.0 tok/s
    Model details
    Model type
    Text
    Provider options
    1
  • Model
    OpenAI: gpt-oss-120b

    openai/gpt-oss-120b

    Text
    Current pricing & context
    Input price
    $0.04 / 1M tokens
    Context
    131.1K
    Speed measurements
    500-token response
    13.27 s
    Response starts
    0.45 s
    Output speed
    39.0 tok/s
    Model details
    Model type
    Text
    Provider options
    1
  • Model
    OpenAI: gpt-oss-20b

    openai/gpt-oss-20b

    Text
    Current pricing & context
    Input price
    $0.03 / 1M tokens
    Context
    131.1K
    Speed measurements
    500-token response
    3.95 s
    Response starts
    0.28 s
    Output speed
    136.0 tok/s
    Model details
    Model type
    Text
    Provider options
    1
  • Model
    Qwen: Qwen3 30B A3B Instruct 2507

    qwen/qwen3-30b-a3b-instruct-2507

    Text
    Current pricing & context
    Input price
    $0.1 / 1M tokens
    Context
    262.1K
    Speed measurements
    500-token response
    6.34 s
    Response starts
    0.16 s
    Output speed
    81.0 tok/s
    Model details
    Model type
    Text
    Provider options
    1
  • Model
    Qwen: Qwen3 Coder 480B A35B

    qwen/qwen3-coder

    Text
    Current pricing & context
    Input price
    $1 / 1M tokens
    Context
    1M
    Speed measurements
    500-token response
    10.59 s
    Response starts
    0.38 s
    Output speed
    49.0 tok/s
    Model details
    Model type
    Text
    Provider options
    1
  • Model
    Meta: Llama 3.3 70B Instruct

    meta-llama/llama-3.3-70b-instruct

    Text
    Current pricing & context
    Input price
    $0.71 / 1M tokens
    Context
    131.1K
    Speed measurements
    500-token response
    7.32 s
    Response starts
    0.18 s
    Output speed
    70.0 tok/s
    Model details
    Model type
    Text
    Provider options
    1
  • Model
    Meta: Llama 3.1 70B Instruct

    meta-llama/llama-3.1-70b-instruct

    Text
    Current pricing & context
    Input price
    $0.8 / 1M tokens
    Context
    131.1K
    Speed measurements
    500-token response
    9.16 s
    Response starts
    0.23 s
    Output speed
    56.0 tok/s
    Model details
    Model type
    Text
    Provider options
    1
  • Model
    Meta: Llama 3.1 8B Instruct

    meta-llama/llama-3.1-8b-instruct

    Text
    Current pricing & context
    Input price
    $0.22 / 1M tokens
    Context
    131.1K
    Speed measurements
    500-token response
    4.93 s
    Response starts
    0.17 s
    Output speed
    105.0 tok/s
    Model details
    Model type
    Text
    Provider options
    1

Model data fetched .

Practical comparison guide

How to evaluate Weights & Biases as an AI inference provider

Weights & Biases currently has 19 indexed models on this site, including 19 text. This page combines the provider-specific catalog with published pricing and recent performance data so you can identify suitable models and then compare Weights & Biases with alternative hosts on each model page.

Review model coverage

Weights & Biases offers model-specific routes rather than one interchangeable service. Check modality, context window, supported inputs, and parameter support before comparing price. The largest published context window in this catalog is 1M tokens.

Interpret price and speed together

The lowest published input price shown here is $0.03 / 1M tokens. Recent 500-token response measurements are available for 19 models; missing measurements remain visible and are never estimated.

Confirm deployment requirements

Weights & Biases lists its headquarters as US. Published datacenter coverage: US. Headquarters and hosting regions describe different things, so verify data residency, service terms, and current availability directly with the provider.