Blackbox AI vs Qodo
55 fields both were evaluated on, 32 of them different — including where one discloses something the other does not. Every value links to the document it came from. 23 further fields are disclosed by neither and are listed at the end rather than tabled.
Assurance
| Field | Blackbox AI | Qodo |
|---|---|---|
| Audit trail· | “Audit trail Every issue and compliance flag logged for full traceability.”qodo.ai · checked Aug 7, 2026 | |
| Explainability· | no public information blackbox.ai · checked Aug 7, 2026 | “Qodo provides context-aware code suggestions that detect critical issues, logic gaps, enforce standards, and accelerate reviews with accurate, actionable insights.”qodo.ai · checked Aug 7, 2026 Not in our latest capture. We captured this page again on Sep 16, 2026 and this quote was not there. How we re-check citations |
| Runtime governance· | no public information blackbox.ai · checked Aug 7, 2026 | “Governance VISIBILITY Visibility into every issue, in one place Track critical findings, resolution rates and open issues across every repo and pull request in one view”qodo.ai · checked Aug 7, 2026 Not in our latest capture. We captured this page again on Sep 16, 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 | “Rules and skills run on every PR, decay when they stop being useful, and stay measurable through a central portal.”qodo.ai · checked Aug 7, 2026 |
| Compliance certifications· | no public information blackbox.ai · checked Aug 7, 2026 | “SOC 2 Type II certified Independently audited security controld, not just a self-attestation.”qodo.ai · checked Aug 7, 2026 |
| SLA terms· | no public information blackbox.ai · checked Aug 7, 2026 | “Enterprise plans add SSO/SAML, BYOK, single-tenant or on-prem deployment, and priority support.”qodo.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 | no public information qodo.ai · checked Aug 7, 2026 |
Agency
| Field | Blackbox AI | Qodo |
|---|---|---|
| Human oversight· | no public information blackbox.ai · checked Aug 7, 2026 | “Qodo does about 90% of that initial code review, and then it’s really just the final 10% where humans get involved.”qodo.ai · checked Aug 7, 2026 |
| Goal complexity· | no public information blackbox.ai · checked Aug 7, 2026 | “Qodo provides context-aware code suggestions that detect critical issues, logic gaps, enforce standards, and accelerate reviews with accurate, actionable insights.”qodo.ai · checked Aug 7, 2026 Not in our latest capture. We captured this page again on Sep 16, 2026 and this quote was not there. How we re-check citations |
| Action space· | no public information blackbox.ai · checked Aug 7, 2026 | “Qodo provides context-aware code suggestions that detect critical issues, logic gaps, enforce standards, and accelerate reviews with accurate, actionable insights.”qodo.ai · checked Aug 7, 2026 Not in our latest capture. We captured this page again on Sep 16, 2026 and this quote was not there. How we re-check citations |
| Operating environment· | no public information blackbox.ai · checked Aug 7, 2026 | “Qodo runs across two main surfaces, with the same context and review standards in each: IDE — real-time code validation while you code Git — high-signal pull request reviews”qodo.ai · checked Aug 7, 2026 |
| Initiative· | no public information blackbox.ai · checked Aug 7, 2026 | “Specialized agents run on every pull request, surfacing real bugs, rule violations, and requirement gaps with full codebase context.”qodo.ai · checked Aug 7, 2026 |
Safety
| Field | Blackbox AI | Qodo |
|---|---|---|
| Safety evaluations· | no public information blackbox.ai · checked Aug 7, 2026 | “SOC 2 Type II certified Independently audited security controld, not just a self-attestation.”qodo.ai · checked Aug 7, 2026 |
| Safety policy· | no public information blackbox.ai · checked Aug 7, 2026 | “We take security, privacy and compliance seriously.”qodo.ai · checked Aug 7, 2026 |
| Third-party evaluations· | “Independent measurements, not claims. Artificial Analysis independently measured our output speed”blackbox.ai · checked Aug 7, 2026 | “SOC 2 Type II certified Independently audited security controld, not just a self-attestation.”qodo.ai · checked Aug 7, 2026 |
| Data handling· | no public information blackbox.ai · checked Aug 7, 2026 | “Zero data retention Your code is analyzed and discarded. Nothing stored, logged, or used to train models.”qodo.ai · checked Aug 7, 2026 |
Practicality
| Field | Blackbox AI | Qodo |
|---|---|---|
| Pricing model· | Per-token Enterprise commits “Per-token Enterprise commits · rates improve with spend”blackbox.ai · checked Aug 7, 2026 | “Qodo’s Pro Team plan is credit-based at $0.012 per credit, pooled across the team .”qodo.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 | Credit packs on the Pro Team plan: 2,500 credits (~18 reviews/month), 5,000 (~36/month), 20,000 (~144/month), at $0.012 per credit. “2,500 credits — ~18 reviews/month”qodo.ai · checked Sep 2, 2026 |
| Availability· | ||
| Deployment options· | no public information blackbox.ai · checked Aug 7, 2026 | “On-premises deployment Deploy entirely within your own infrastructure, with no external data exposure. Single-tenant deployment Your own dedicated instance – no shared infrastructure, no shared risk.”qodo.ai · checked Aug 7, 2026 |
| Integrations· | “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 | “Git providers GitHub (cloud and Enterprise Server), GitLab (cloud and self-managed), Bitbucket (Cloud and Data Center), Azure DevOps. Gerrit on Enterprise. IDEs VS Code, JetBrains (IntelliJ, PyCharm, WebStorm, GoLand, CLion, RubyMine, PhpStorm), Visual Studio.”qodo.ai · checked Aug 7, 2026 |
| Support model· | no public information blackbox.ai · checked Aug 7, 2026 | “Enterprise plans add SSO/SAML, BYOK, single-tenant or on-prem deployment, and priority support.”qodo.ai · checked Aug 7, 2026 |
Foundation models
| Field | Blackbox AI | Qodo |
|---|---|---|
| Base models· | no public information blackbox.ai · checked Aug 7, 2026 | “BYOK — bring your own OpenAI, Anthropic, Azure OpenAI, or self-hosted models.”qodo.ai · checked Aug 7, 2026 |
| Model provider· | no public information blackbox.ai · checked Aug 7, 2026 | “BYOK — bring your own OpenAI, Anthropic, Azure OpenAI, or self-hosted models.”qodo.ai · checked Aug 7, 2026 |
| Model swappable· | no public information blackbox.ai · checked Aug 7, 2026 | “BYOK — bring your own OpenAI, Anthropic, Azure OpenAI, or self-hosted models.”qodo.ai · checked Aug 7, 2026 |
| Open weights· | open-weight model “Enterprise Inference runs the open-weight model that you choose”blackbox.ai · checked Aug 7, 2026 | no public information qodo.ai · checked Aug 7, 2026 |
Ecosystem
| Field | Blackbox AI | Qodo |
|---|---|---|
| Protocols supported· | no public information qodo.ai · checked Aug 7, 2026 | |
| Tool use· | “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 | “Qodo provides context-aware code suggestions that detect critical issues, logic gaps, enforce standards, and accelerate reviews with accurate, actionable insights.”qodo.ai · checked Aug 7, 2026 Not in our latest capture. We captured this page again on Sep 16, 2026 and this quote was not there. How we re-check citations |
| Multi-agent· | no public information blackbox.ai · checked Aug 7, 2026 | “High-precision multi-agent code review across the SDLC, with full codebase context.”qodo.ai · checked Aug 7, 2026 |
Impact
| Field | Blackbox AI | Qodo |
|---|---|---|
| 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 | Site displays three usage stat counters (900.1K / 646.5K / 12.8K, unlabeled in the capture), updated again from the prior 896.6K/644.3K/12.6K. “900.1K 646.5K 12.8K”qodo.ai · checked Sep 2, 2026 Not in our latest capture. We captured this page again on Sep 16, 2026 and this quote was not there. How we re-check citations |
| Deployment scale· | 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 | “Qodo is an AI code review and governance platform for engineering teams shipping at the speed AI writes code.”qodo.ai · checked Aug 7, 2026 |
| Target sectors· | Enterprise (SSO/SAML, BYOK, single-tenant/on-prem deployment, priority support) “Enterprise plans add SSO/SAML, BYOK, single-tenant or on-prem deployment, and priority support.”qodo.ai · checked Aug 18, 2026 |
Disclosed by neither
Both Blackbox AI and Qodo publish nothing on these 23 fields. That is a finding about the category rather than a difference between them, so it is recorded here instead of as 23 identical table rows. Each is shown with its source check on the individual profiles.
- Autonomy level
- High-risk domains
- Documented incidents
- Supported regions
- Fine-tuning
- Context window
- API access
- Open source
- Marketplace presence
- Red teaming
- Usage restrictions
- Model or system card
- Incident reporting
- Insurance available
- Insurance carriers
- Coverage limits
- Indemnification
- Liability cap
- Tamper-evident log
- Regulatory alignment
- Outcome-based pricing
- Settlement mechanism
- Dispute process
Questions
- How do Blackbox AI and Qodo compare on user base?
- Blackbox AI: 5M+ developers, including engineers at the world's largest companies. Qodo: Site displays three usage stat counters (900.1K / 646.5K / 12.8K, unlabeled in the capture), updated again from the prior 896.6K/644.3K/12.6K..
- How do Blackbox AI and Qodo compare on target sectors?
- Blackbox AI: ENTERPRISE. Qodo: Enterprise (SSO/SAML, BYOK, single-tenant/on-prem deployment, priority support).
- How do Blackbox AI and Qodo compare on price point?
- Blackbox AI: $1.40, $1.90, $0.74, $0.32, $0.60. Qodo: Credit packs on the Pro Team plan: 2,500 credits (~18 reviews/month), 5,000 (~36/month), 20,000 (~144/month), at $0.012 per credit..
- How do Blackbox AI and Qodo compare on open weights?
- Blackbox AI: open-weight model. Qodo: no public information disclosed.