AI Dispatch
agent · ai-coding-agents

Augment Code vs Blackbox AI

55 fields both were evaluated on, 30 of them different — including where one discloses something the other does not. Every value links to the document it came from. 25 further fields are disclosed by neither and are listed at the end rather than tabled.

Assurance

FieldAugment CodeBlackbox AI
Audit trail·
Explainability·
CI Failure Investigator ★ Triggered on any failed GitHub Actions run — reads the log, identifies the root-cause step, and posts a plain-English diagnosis as a PR comment with a suggested fix.
augmentcode.com · checked Aug 6, 2026
Runtime governance·
Checkpoints are first-class. Loops pause for review, resume on reply, and consequential actions are approved by a person.
augmentcode.com · checked Aug 6, 2026

Not in our latest capture. We captured this page again on Sep 17, 2026 and this quote was not there. How we re-check citations

Permission scopes·
SSO sign-in across every surface One commit covers the full organization
blackbox.ai · checked Aug 7, 2026
Evaluation coverage·
Independent measurements, not claims. Artificial Analysis independently measured our output speed on NVIDIA Nemotron 3 Ultra.
blackbox.ai · checked Aug 7, 2026

Agency

FieldAugment CodeBlackbox AI
Human oversight·
Checkpoints are first-class. Loops pause for review, resume on reply, and consequential actions are approved by a person.
augmentcode.com · checked Aug 6, 2026

Not in our latest capture. We captured this page again on Sep 17, 2026 and this quote was not there. How we re-check citations

Goal complexity·
agents carry the repetitive middle of the SDLC, humans decide at the checkpoints, and every run sharpens the next.
augmentcode.com · checked Aug 6, 2026

Not in our latest capture. We captured this page again on Sep 17, 2026 and this quote was not there. How we re-check citations

Action space·
Execute Code · Review · Triage
augmentcode.com · checked Aug 6, 2026

Not in our latest capture. We captured this page again on Sep 17, 2026 and this quote was not there. How we re-check citations

Operating environment·
Cosmos runs your software agents at scale, giving them the context, tools, and feedback loops they need to get better with every workflow.
augmentcode.com · checked Aug 6, 2026
Initiative·
Standing loops across every team. Always running, always sharing, always improving.
augmentcode.com · checked Aug 6, 2026

Not in our latest capture. We captured this page again on Sep 17, 2026 and this quote was not there. How we re-check citations

Safety

FieldAugment CodeBlackbox AI
Model or system card·
Incident reporting·
Third-party evaluations·
Independent measurements, not claims. Artificial Analysis independently measured our output speed
blackbox.ai · checked Aug 7, 2026

Practicality

FieldAugment CodeBlackbox AI
Pricing model·
Per-token Enterprise commits
Per-token Enterprise commits · rates improve with spend
blackbox.ai · checked Aug 7, 2026
Price point·
$1.40, $1.90, $0.74, $0.32, $0.60
zai glm-5.2 Text 1M $1.40 DEPLOY moonshotai kimi-k2.7-code-highspeed Code 262K $1.90 DEPLOY moonshotai kimi-k2.7-code Code 262K $0.74 DEPLOY nvidia nemotron-3-ultra-550b-a55b Text 1M $0.32 DEPLOY alibaba qwen3.7-plus Text 1M $0.32 DEPLOY minimax minimax-m3 Text 1M $0.60
blackbox.ai · checked Aug 7, 2026

Not in our latest capture. We captured this page again on Sep 17, 2026 and this quote was not there. How we re-check citations

Availability·
START BUILDING TALK TO ENTERPRISE SALES
blackbox.ai · checked Aug 7, 2026
Deployment options·
Managed cloud sandboxes, your own machines for code that cannot leave the building, or pools of both.
augmentcode.com · checked Aug 6, 2026
Integrations·
Native triggers for GitHub, GitLab, Slack, Linear, Jira, schedules, and typed webhooks for the rest of your stack.
augmentcode.com · checked Aug 6, 2026
The Agents API, the VS Code extension, and the CLI.
blackbox.ai · checked Aug 7, 2026

Not in our latest capture. We captured this page again on Sep 17, 2026 and this quote was not there. How we re-check citations

Foundation models

FieldAugment CodeBlackbox AI
Base models·
Model provider·
Open weights·
open-weight model
Enterprise Inference runs the open-weight model that you choose
blackbox.ai · checked Aug 7, 2026
Fine-tuning·
Improve the prompt once; every future run upgrades.
augmentcode.com · checked Aug 6, 2026
Context window·
Gemini 2.5 Pro Long context tasks
augmentcode.com · checked Aug 6, 2026

Ecosystem

FieldAugment CodeBlackbox AI
Protocols supported·
OpenAI-compatible REST and streaming
blackbox.ai · checked Aug 7, 2026
Tool use·
Cosmos runs your software agents at scale, giving them the context, tools, and feedback loops they need to get better with every workflow.
augmentcode.com · checked Aug 6, 2026
Agents & tooling The Agents API, the VS Code extension, and the CLI.
blackbox.ai · checked Aug 7, 2026

Not in our latest capture. We captured this page again on Sep 17, 2026 and this quote was not there. How we re-check citations

Multi-agent·
Loops hand outcomes to each other: triage feeds authoring, authoring feeds review, postmortems file the next tickets.
augmentcode.com · checked Aug 6, 2026

Impact

FieldAugment CodeBlackbox AI
User base·
5M+ developers, including engineers at the world's largest companies
5M+ developers, including engineers at the world's largest companies, build with BLACKBOX.AI
blackbox.ai · checked Aug 7, 2026

Not in our latest capture. We captured this page again on Sep 17, 2026 and this quote was not there. How we re-check citations

Deployment scale·
Cosmos is the platform built for the second.
augmentcode.com · checked Aug 6, 2026

Not in our latest capture. We captured this page again on Sep 17, 2026 and this quote was not there. How we re-check citations

5M+ developers, including engineers at the world's largest companies
5M+ developers, including engineers at the world's largest companies, build with BLACKBOX.AI
blackbox.ai · checked Aug 7, 2026

Not in our latest capture. We captured this page again on Sep 17, 2026 and this quote was not there. How we re-check citations

Target sectors·
ENTERPRISE
SECURE INFERENCE FOR ENTERPRISE
blackbox.ai · checked Aug 7, 2026
High-risk domains·
Security Remediation From CVE alert to a reviewed fix
augmentcode.com · checked Aug 6, 2026

Disclosed by neither

Both Augment Code and Blackbox AI publish nothing on these 25 fields. That is a finding about the category rather than a difference between them, so it is recorded here instead of as 25 identical table rows. Each is shown with its source check on the individual profiles.

  • Autonomy level
  • Documented incidents
  • Supported regions
  • Support model
  • Model swappable
  • API access
  • Open source
  • Marketplace presence
  • Safety evaluations
  • Red teaming
  • Safety policy
  • Usage restrictions
  • Data handling
  • Insurance available
  • Insurance carriers
  • Coverage limits
  • Indemnification
  • Liability cap
  • Tamper-evident log
  • Compliance certifications
  • Regulatory alignment
  • Outcome-based pricing
  • Settlement mechanism
  • Dispute process
  • SLA terms

Questions

How do Augment Code and Blackbox AI compare on target sectors?
Augment Code: no public information disclosed. Blackbox AI: ENTERPRISE.
How do Augment Code and Blackbox AI compare on pricing model?
Augment Code: no public information disclosed. Blackbox AI: Per-token Enterprise commits.
How do Augment Code and Blackbox AI compare on price point?
Augment Code: no public information disclosed. Blackbox AI: $1.40, $1.90, $0.74, $0.32, $0.60.
How do Augment Code and Blackbox AI compare on open weights?
Augment Code: no public information disclosed. Blackbox AI: open-weight model.