agent · ai-coding-agents
Blackbox AI vs Tabnine
55 fields both were evaluated on, 26 of them different — including where one discloses something the other does not. Every value links to the document it came from. 29 further fields are disclosed by neither and are listed at the end rather than tabled.
Assurance
| Field | Blackbox AI | Tabnine |
|---|---|---|
| Audit trail· | full auditability across users, teams, and workspaces “Tabnine gives you centralized visibility, granular access controls, policy enforcement, and full auditability across users, teams, and workspaces”tabnine.com · checked Aug 1, 2026 | |
| Runtime governance· | no public information blackbox.ai · checked Aug 7, 2026 | centralized visibility, granular access controls, policy enforcement “Tabnine gives you centralized visibility, granular access controls, policy enforcement”tabnine.com · checked Aug 1, 2026 |
| Permission scopes· | “SSO sign-in across every surface One commit covers the full organization”blackbox.ai · checked Aug 7, 2026 | granular access controls “Tabnine gives you centralized visibility, granular access controls, policy enforcement”tabnine.com · checked Aug 1, 2026 |
| Compliance certifications· | no public information blackbox.ai · checked Aug 7, 2026 | GDPR, ISO 9001:2015, ISO/IEC 27001, and SOC 2, per the vendor's trust center. “GDPR ISO 9001:2015 ISO/IEC 27001 SOC 2”trust.tabnine.com · checked Aug 30, 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 tabnine.com · checked Aug 1, 2026 |
Agency
| Field | Blackbox AI | Tabnine |
|---|---|---|
| Operating environment· | no public information blackbox.ai · checked Aug 7, 2026 | IDEs, and deployment environments “Tabnine provides the context layer that makes AI reliable in the enterprise. Our AI Coding Platform brings that context into the developer workflow, and the Enterprise Context Engine makes it available to any agent or tool—across preferred models, IDEs, and deployment environments.”tabnine.com · checked Aug 1, 2026 |
Safety
| Field | Blackbox AI | Tabnine |
|---|---|---|
| Third-party evaluations· | “Independent measurements, not claims. Artificial Analysis independently measured our output speed”blackbox.ai · checked Aug 7, 2026 | no public information tabnine.com · checked Aug 1, 2026 |
| Data handling· | no public information blackbox.ai · checked Aug 7, 2026 | no data leaves your infrastructure “In air-gapped or secure environments, no data leaves your infrastructure.”tabnine.com · checked Aug 1, 2026 |
Practicality
| Field | Blackbox AI | Tabnine |
|---|---|---|
| Pricing model· | Per-token Enterprise commits “Per-token Enterprise commits · rates improve with spend”blackbox.ai · checked Aug 7, 2026 | no public information tabnine.com · checked Aug 1, 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 | no public information tabnine.com · checked Aug 1, 2026 |
| Availability· | ||
| Deployment options· | no public information blackbox.ai · checked Aug 7, 2026 | SaaS, on-prem, or fully air-gapped “Deploy anywhere — SaaS, on-prem, or fully air-gapped”tabnine.com · checked Aug 1, 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 | most of the popular modern IDEs “It works seamlessly with most of the popular modern IDEs.”tabnine.com · checked Aug 1, 2026 |
| Support model· | no public information blackbox.ai · checked Aug 7, 2026 | responds, at most, within hours of the inquiry / issue “Their support is great and responds, at most, within hours of the inquiry / issue.”tabnine.com · checked Aug 1, 2026 |
Foundation models
| Field | Blackbox AI | Tabnine |
|---|---|---|
| Base models· | no public information blackbox.ai · checked Aug 7, 2026 | a good variety of AI models, including the most recent ones “They have a good variety of AI models, including the most recent ones.”tabnine.com · checked Aug 1, 2026 |
| Model swappable· | no public information blackbox.ai · checked Aug 7, 2026 | supports multiple models and lets developers select the one they prefer “Can developers choose their preferred LLM? Yes. Tabnine supports multiple models and lets developers select the one they prefer.”tabnine.com · checked Aug 1, 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 tabnine.com · checked Aug 1, 2026 |
| Fine-tuning· | no public information blackbox.ai · checked Aug 7, 2026 | “Fine-tuning models on repos/internal codebases.”tabnine.com · checked Aug 1, 2026 |
Ecosystem
| Field | Blackbox AI | Tabnine |
|---|---|---|
| Protocols supported· | no public information tabnine.com · checked Aug 1, 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 | no public information tabnine.com · checked Aug 1, 2026 |
| Multi-agent· | no public information blackbox.ai · checked Aug 7, 2026 | offers AI agents for every stage of the SDLC, from planning and code creation to testing and documentation “Tabnine offers AI agents for every stage of the SDLC, from planning and code creation to testing and documentation.”tabnine.com · checked Aug 1, 2026 |
| Marketplace presence· | no public information blackbox.ai · checked Aug 7, 2026 |
Impact
| Field | Blackbox AI | Tabnine |
|---|---|---|
| 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· | 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 | millions of developers and thousands of companies “Tabnine is the original AI coding assistant trusted by millions of developers and thousands of companies”tabnine.com · checked Aug 1, 2026 |
| Target sectors· | Mission-Critical and Highly Secure Environments “Built for Mission-Critical and Highly Secure Environments”tabnine.com · checked Aug 1, 2026 | |
| High-risk domains· | no public information blackbox.ai · checked Aug 7, 2026 | Mission-Critical and Highly Secure Environments “Built for Mission-Critical and Highly Secure Environments”tabnine.com · checked Aug 1, 2026 |
Disclosed by neither
Both Blackbox AI and Tabnine publish nothing on these 29 fields. That is a finding about the category rather than a difference between them, so it is recorded here instead of as 29 identical table rows. Each is shown with its source check on the individual profiles.
- Autonomy level
- Human oversight
- Goal complexity
- Action space
- Initiative
- Documented incidents
- Supported regions
- Model provider
- Context window
- API access
- Open source
- Safety evaluations
- Red teaming
- Safety policy
- Usage restrictions
- Model or system card
- Incident reporting
- Insurance available
- Insurance carriers
- Coverage limits
- Indemnification
- Liability cap
- Tamper-evident log
- Explainability
- Regulatory alignment
- Outcome-based pricing
- Settlement mechanism
- Dispute process
- SLA terms
Questions
- How do Blackbox AI and Tabnine compare on operating environment?
- Blackbox AI: no public information disclosed. Tabnine: IDEs, and deployment environments.
- How do Blackbox AI and Tabnine compare on user base?
- Blackbox AI: 5M+ developers, including engineers at the world's largest companies. Tabnine: millions of developers.
- How do Blackbox AI and Tabnine compare on deployment scale?
- Blackbox AI: 5M+ developers, including engineers at the world's largest companies. Tabnine: millions of developers and thousands of companies.
- How do Blackbox AI and Tabnine compare on target sectors?
- Blackbox AI: ENTERPRISE. Tabnine: Mission-Critical and Highly Secure Environments.
- How do Blackbox AI and Tabnine compare on high-risk domains?
- Blackbox AI: no public information disclosed. Tabnine: Mission-Critical and Highly Secure Environments.
- How do Blackbox AI and Tabnine compare on pricing model?
- Blackbox AI: Per-token Enterprise commits. Tabnine: no public information disclosed.