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World Wide TechnologyBenchAI tool benchmarks
Coding Assistant
StatusEmerging
SignalTracked
EvidenceGrade B

JetBrains AI Assistant

56
C -5 vs last quarter

JetBrains in-IDE AI layer (chat, completion, refactoring, VCS) now with agentic workflows native to AI Chat — Junie (Pro $8) and Claude Agent on Anthropic's Agent SDK (Ultimate $30), plus any ACP agent (Codex, Cursor, Copilot, Gemini) installable in IntelliJ 2026.1.

UX / DXCapabilityReliabilityValueCommunityEnterpriseAutonomyIntegration

Dimension breakdown

Score · confidence
UX / DX
50% conf50
Capability
50% conf60
ReliabilityIncomplete data at this time
Value
50% conf65
CommunityIncomplete data at this time
Enterprise / Compliance
50% conf55
Autonomy
50% conf50
Integration
50% conf55
Sources blend review platforms, community sentiment, the Signal Radar and practitioner ratings. Scores re-blend each quarter.

JetBrains in-IDE AI layer (chat, completion, refactoring, VCS) now with agentic workflows native to AI Chat — Junie (Pro $8) and Claude Agent on Anthropic's Agent SDK (Ultimate $30), plus any ACP agent (Codex, Cursor, Copilot, Gemini) installable in IntelliJ 2026.1. Strongest on Java/Kotlin via PSI semantic integration; LLM-agnostic with BYOK across OpenAI, Anthropic, Google, Grok and local models (Ollama/LM Studio/vLLM); SOC 2 Type II, EU processing default, zero retention, SAML/OIDC/SCIM via Hub, air-gapped via AI Enterprise.

JetBrains Central Console is now LIVE for AI user/credit/usage analytics (Feb 2026); the full governance stack (policy enforcement, audit, centralized BYOK) remains closed EAP. CAUTION: marketplace rating holds at 2.3/5 (many negatives are v1.0-era) with persistent quota and latency complaints; only 9% of developers globally adopt AI Assistant / 5% Junie despite JetBrains IDE reach across 88-90 of Fortune Global 100 — in JetBrains shops many still choose Copilot/Cursor. Tracked on evidence depth, not product endorsement.

Recommended

Use cases

Not yet assessed — this section fills in as ACES research covers the tool.

Score caps

Risk flags

No active caps — no risk flags apply to this tool right now.

Assessment

Status rationale

Tracked because evidence depth supports research-based monitoring: extensive official documentation, third-party comparisons (Gartner, Augment, DevTools), JetBrains' own Jan 2026 AI Pulse adoption research (10,000+ devs), 22M+ marketplace downloads, named on 88-90 Fortune Global 100 IDE platforms. Not Assessed: no hands-on internal evaluation and no named enterprise production deployment / independent audit beyond SOC 2 Type II. Persistent product issues — 2.3/5 marketplace rating, quota exhaustion, latency — do not prevent Tracked classification (which is about evidence depth, not endorsement) but are surfaced in the Quick Take.

Junie (agentic agent) and the full JetBrains Central governance stack (closed EAP) are tracked separately; the Central Console analytics plane is GA and counts toward Compliance here.

Watch for

Movement triggers

Upgrade to Assessed if: hands-on internal evaluation completed AND marketplace rating improves above 3.0/5 sustained for 60+ days AND quota complaints significantly reduced. Upgrade to Validated if: ISO 27001 OR FedRAMP achieved AND named regulated-industry customer confirmed AND Central full governance stack (policy enforcement + audit) reaches GA. Downgrade to Detected if: AI Assistant adoption falls further (currently 9%) OR major unpatched security incident on AI Assistant proper OR significant marketplace rating decline.

Caution

Risks & limitations

Not yet assessed — this section fills in as ACES research covers the tool.

Capabilities

Integration surface

Not yet assessed — this section fills in as ACES research covers the tool.

Proof points

Adoption & benchmarks

Not yet assessed — this section fills in as ACES research covers the tool.

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Per-source contributions

Click any dimension to see the underlying sources and citations.