PUBLIC CALIBRATIONCSL-Meter Public Observatory — PUBLIC DATA - entries labeled Simulated are simulated baselines; entries labeled Server-Verified are real probe records. Golden baselines are being calibrated. (konspace.cc)
CSL-Meter
CSL-Meter · Independent Model Consistency Observatory
Consistency, Substitution & Latency (konspace.cc)
PRIMARY CSL INDEX (0–100) Snapshot #a49d2e
12.6
De-shelled Net-JSD
0.148
Raw-JSD
0.172
Split-JSD
0.129
TARGET & NEAREST BASELINE MATCH [opencode]
Command Code · Command Code GOAT ($10/mo · 10x 个人档)
Claimed model: deepseek-v4.1-pro · Quota window: window_early (<30%)
Nearest Golden Baseline (Top-1)
deepseek-v4.1-pro (100.0%)
Runner-up Candidate (Top-2)
kimi-k3 (99.6%)
PROVENANCE & TELEMETRY Simulated · 模拟生成
Sampled (UTC): 2026-11-05T16:55:47Z
Measured Throughput
68.5 TPS
TTFT
540ms
Billing Ratio / Cache
1.00x (97%)
FINGERPRINT De-shelled Sample Distribution vs Official Golden Baseline (deepseek-v4.1-pro)
Download raw-frequency JSON ↓
Probe Feature Buckets (Canonical) ■ Sampled distribution vs ■ Official baseline (Δ in percentage points)
#42
18.8% / 17.0% (+1.8)
#37
28.3% / 27.0% (+1.3)
#47
12.1% / 13.0% (-0.9)
#73
17.0% / 18.0% (-1.0)
#7
7.2% / 6.0% (+1.2)
#53
5.7% / 6.0% (-0.3)
#67
2.7% / 4.0% (-1.3)
#23
3.5% / 3.0% (+0.5)
#88
1.9% / 3.0% (-1.1)
#other
2.8% / 3.0% (-0.2)
NEAREST-5 Golden Baseline Nearest Neighbors (Harness De-biased Top 5)
Harness: opencode · window_early (<30%)
Candidate Baseline Model Family Net-JSD Distribution Fit
#1 deepseek-v4.1-pro DeepSeek 0.0005
100.0%
#2kimi-k3 Moonshot 0.0040
99.6%
#3kimi-k3.1-pro Moonshot 0.0052
99.5%
#4gpt-6-astra OpenAI 0.0151
98.5%
#5qwen3.8-max Alibaba 0.0159
98.4%
Objective-reading statement: baselines are ranked purely by JS divergence to the current sample; no subjective verdict is given. Data nature: Simulated · 模拟生成
CITATION Citation & Sharing Components (CSL-Meter / konspace.cc attribution built in)
Snapshot Badge
01Community Signature Block [ASCII / Markdown]
╭─ ⚡ CSL-Meter (konspace.cc) Data Snapshot (#a49d2e) ────────────────╮
│ Plan: Command Code · Command Code GOAT ($10 │
│ Claimed: deepseek-v4.1-pro  | Window: window_early (<30%) │
│ CSL Index: 12.6               | Net-JSD: 0.148  │
│ Nearest base: deepseek-v4.1-pro (100.0%) | Split-JSD: 0.129        │
│ Throughput: 68.5  TPS (0.8% 429)   | Cache hit: 97.2% | Billing ratio: 1.00x │
│ Data status: Simulated · 模拟生成   | Raw distribution: https://konspace.cc/r/a49d2e │
╰───────────────────────────────────────────────────────────────╯
02GitHub / Forum Dynamic SVG Badges (snapshot & live plan aggregate)
[![CSL-Meter](https://konspace.cc/badge/r/a49d2e.svg)](https://konspace.cc/r/a49d2e)
[![CSL-Meter](https://konspace.cc/badge/plan/commandcode/goat-10.svg)](https://konspace.cc/timeline?p1=commandcode/goat-10)
03Iframe Embed Card with Locked Brand Footer
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