vioscaleAI
Comparison

AgentOps vs Weights & Biases Weave

No leader: the top candidate Weights & Biases Weave has only 0.25 confidence (low), below the 0.35 needed to declare a winner. The attribute-by-attribute breakdown below, with a source and date on every value, is the honest way to compare them.

AgentOps full profile →Weights & Biases Weave full profile →
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AgentOps49
Weights & Biases Weave52
Score
vioscaleAI score
AgentOps49 / 100medium · 53%
Weights & Biases Weave52 / 100low · 25%
Pricing
Free tier
AgentOps✓
Weights & Biases Weave✓
Model
AgentOpsfreemium
Weights & Biases Weavefree
Price level
AgentOpsmid
Weights & Biases Weavefree
Starting price
AgentOps$40
Weights & Biases Weave–
Transparent
AgentOps✗
Weights & Biases Weave✗
Integrations
Count
AgentOps11
Weights & Biases Weave14
Security
Hipaa
AgentOps✓
Weights & Biases Weave–
Soc2
AgentOps✓
Weights & Biases Weave–
Market
Availability
AgentOpsAvailable worldwide · Popular in US
Weights & Biases Weave–
Content
Faq
AgentOps7 items
Weights & Biases Weave4 items

Capabilities

Feature-by-feature on the axes that matter for llm observability. “-” means undocumented, not absent.

Capabilities
Architecture model
AgentOpsManaged cloud saas
Weights & Biases WeaveManaged cloud saas
Token cost and latency waterfall charts
AgentOps-
Weights & Biases Weave-
Opentelemetry openllmetry native export support
AgentOps-
Weights & Biases Weave-
Prompt playground and in dashboard replay
AgentOps✓
Weights & Biases Weave✓
Multi step agentic workflow distributed tracing
AgentOps✓
Weights & Biases Weave✓
User feedback score API for thumbs up down tags
AgentOps-
Weights & Biases Weave-
Pii redaction and prompt content masking
AgentOps-
Weights & Biases Weave✓
Production ab testing of system prompts
AgentOps-
Weights & Biases Weave-
Automated anomaly detection for rate limits
AgentOps-
Weights & Biases Weave-
Native integration with langchain and llamaindex
AgentOps✓
Weights & Biases Weave✓
SOC2 type ii
AgentOps-
Weights & Biases Weave-
Mit or apache permissive oss license
AgentOps✓
Weights & Biases Weave-
Pricing model
AgentOpsFree open source
Weights & Biases Weave-

What each one is

The product in its own terms, so the numbers below have context.

AgentOps

A developer platform providing observability, debugging, and performance tracking for AI agents and language model applications across multiple frameworks and 400+ LLM providers.

Independently observed

Weights & Biases Weave

Platform for observability and analysis of production AI agent systems, featuring distributed tracing across multi-agent workflows, built-in evaluation APIs for model and prompt testing, and safety guardrails with pre-built scorers for toxicity, bias, PII detection, and hallucinations.

Independently observed

Pricing

List pricing as published by each vendor, with the date we read it. Always verify at the source before you buy.

AgentOps

from $40/moHybridFree tier

Free tier for up to 5,000 events; Pro from $40/month

  • BasicFree
    • Agent Agnostic SDK
    • LLM Cost Tracking (400+ LLMs)
    • Replay Analytics
  • ProFrom $40/month
    • Unlimited event limit
    • Unlimited log retention
    • Session and event export
    • Dedicated Slack and email support
    • Role-based permissioning
  • EnterpriseContact sales
    • SLA
    • Slack Connect
    • Custom SSO
    • On-premise deployment
    • Custom data retention policy
    • +4 more
as of verify ↗

Weights & Biases Weave

FreeFree tier
as of verify ↗

Platform & deployment

Where each product runs and how it can be hosted. A dash means undocumented, not unsupported.

Platforms
Web
AgentOps✓
Weights & Biases Weave✓
Deployment
Cloud / SaaS
AgentOps✓
Weights & Biases Weave✓
Self-hosted
AgentOps✓
Weights & Biases Weave✗

Integrations

What each product connects to. Counts come from the vendor's own integration directory where one exists.

In common (2)
  • Langchain
  • LlamaIndex

AgentOps

13 total - 11 not shared
  • CrewAI
  • AG2 (AutoGen)
  • Agno
  • LangGraph
  • OpenAI Agents SDK
  • Cohere
  • LiteLLM
  • Llama Stack
  • CamelAI
  • AG2
  • CAMEL
Independently observed

Weights & Biases Weave

19 total - 17 not shared
  • Slack
  • CrowdStrike Falcon AIDR
  • OpenPI
  • CoreWeave
  • NVIDIA
  • JAX
  • PyTorch
  • OpenAI GPT-5.6
  • OpenAI GPT-5.5
  • Zhipu GLM-5.2
  • Alibaba Kimi 2.7
  • Anthropic Claude Opus 4.8
  • Webhooks
  • OpenAI
  • AWS Bedrock
  • Google ADK
  • Claude Code
Independently observed
Still deciding?

AgentOps or Weights & Biases Weave: which one depends on you

A composite score cannot know your constraints. Describe them and both get re-weighted against what you actually need, with the evidence behind every position.

Free to run, no account needed to start. How the evaluation works

Comparison generated from independently-sourced facts. Every value links to its source and retrieval date. See the method.