RANK #42 IN CODING AGENTS
Pieces for Developers
verified v2026.9 Coverage TierOn-device long-term memory layer for your work context
VENDOR: Pieces
•
LICENSE: Proprietary / SaaS
•
SECURITY: Standard cloud security
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LAST BENCHMARK: Verified 2026-09-15
Empirical Performance Audit
Macro Intelligence Index
77.6
/100
Coverage Tier
Relative Velocity
#42 of 55
77.6/100 composite
Archive record
4 recorded features
Source: pieces.app
Output quality
score.dims.quality
source: archive
Output Quality & Reliability
(Weighted 25%)
80.0%
correctness and consistency of primary task output.
AiRecMark rubric v2
Feature Depth & Integrations
(Weighted 20%)
80.0%
breadth of integrations, APIs, and advanced capabilities.
AiRecMark rubric v2
Onboarding & Usability
(Weighted 15%)
80.0%
onboarding friction, UI clarity, and workflow ergonomics.
AiRecMark rubric v2
Runtime Performance & Latency
(Weighted 20%)
78.0%
latency, throughput, and stability under load.
AiRecMark rubric v2
Price-to-Value Efficiency
(Weighted 20%)
70.0%
capability delivered per pricing tier dollar.
AiRecMark rubric v2
Low-Level Verification
ISO/IEC 25010 Ref
Quantitative Technical Specification
terminal
Runtime & Core Shell
Long-term memory
On-device recall of work context.
Source: Pieces for Developers · Verified 2026-09-15
hub
Context Indexing Engine
Capture
Snippets and context from ~24 apps.
Source: Pieces for Developers · Verified 2026-09-15
device_hub
Protocol Specification
MCP server
Expose memory to AI agents.
Source: Pieces for Developers · Verified 2026-09-15
smart_toy
Model Agility & Routing
Model switching
Claude/Gemini/ChatGPT or local.
Source: Pieces for Developers · Verified 2026-09-15
Market Positioning Matrix
Open Full Matrix open_in_new
Direct Competitor Radar & Alternatives
| Tool & Version | Score | Primary Sweet Spot | Entry Pricing | Action |
|---|---|---|---|---|
|
P
Pieces for Developers
(Current)
|
77.6 | Long-term memory | $18.99/user | Selected |
|
CU
Cursor
|
94.2 | Forked VS Code Agent | $20/user/mo | Compare vs |
|
WI
Windsurf
|
91.8 | Realtime Collaborative IDE | Free / $15 Pro | Compare vs |
|
GI
GitHub Copilot
|
88.1 | Enterprise Compliance | $10/mo | Compare vs |
|
CL
Claude Code
|
86.1 | Terminal & CI/CD Pipelines | $17/mo | Compare vs |
Institutional Synthesis
Analyst Consensus Verdict
“Pieces for Developers stands out for on-device long-term memory keeps code private. On-device long-term memory layer for your work context anchors its proposition, and AiRecMark's five-dimension audit lands it at 77.6/100 — a pragmatic default for context-Heavy Knowledge Workers.”
— AiRecMark Senior Systems Architecture Committee
verified
Verified Strategic Strengths
- ✓ On-device long-term memory: keeps code private
- ✓ Captures context across: ~24 tools
- ✓ MCP server plugs: into Claude/Cursor/Codex
- ✓ Best Fit: Context-Heavy Knowledge Workers
warning
Institutional Trade-offs & Headwinds
- ! No permanent free: tier (7-day trial, card required)
- ! Repositioning may shift: feature focus
- ! :
- ! Scope: Editorial assessment based on public information; hands-on retest pending.
Total Cost of Ownership
Transparent
Commercial Tiers
Individual (Retired)
— n/a
Prior individual tiers were discontinued by Pieces; adoption now flows through the commercial platform below.
Entry evaluation tier
Most Deployed
Pro
$18.99 user
7-day trial · Pro $18.99/user/mo (25% off annual) · Enterprise $22.99/user/mo · 14-day money-back
Verified 2026-09-15 · pieces.app
Enterprise
Custom
Dedicated infrastructure, security review, and compliance support.
SSO / SAML & audit controls
TCO MODEL NOTE: Official pricing: 7-day trial · Pro $18.99/user/mo (25% off annual) · Enterprise $22.99/user/mo · 14-day money-back. Verified via pieces.app (2026-09-15); overages and enterprise terms bill per the official pricing page.
Archive Record
Recorded Metadata
ARCHIVE SNAPSHOT
snapshot 2026-09-15
OFFICIAL SOURCE
Source: pieces.app
PRICING CHECKED
Snapshot 2026-09-15
SCORING MODEL
v2-5dim
RECORDED FEATURES
AiRecMark Editorial
Category Standing
Ecosystem Gravity
Category Rank
#42 of 55
Best For
Best for: Context-Heavy Knowledge Workers
Sources: Official docs, pieces.app, community signals
N=4 recorded attributes
shield_with_heart
AIRECMARK EMPIRICAL PROTOCOL v2.4
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Independent, un-sponsored deterministic evaluation clusters.
All benchmarks executed in sandboxed hypervisors with standardized token latency meters.