Inception · Proprietary Inception: Mercury 2
Model portfolio
Inception · Released 2026-03-04 · v2026-03-04 · Closed · Context 128K tokens
ACTIVE Text Reasoning
Language Cap
43
Cadle Language Cap 43 · 77%
Benchmark average
55.9
Not enough benchmark results yet
Pricing
$0.25
$0.75 / 1M out · 33.6 pts/$
CADLE CAP vs MODEL MATRIX
Cadle Cap ranks models on every published score we have for them — harder benchmarks weigh more. Missing tests are skipped, not zeroed. It answers who is stronger than whom in today's pool.
Model Matrix is the datasheet: Overall, Intelligence, Coding, Agentic, MMLU, GPQA, Math, LiveCodeBench, HumanEval, Reason, ARC-AGI. A dash means unmeasured. AVG is an importance-weighted mean of that model's filled cells only.
MODEL MATRIX · TRUTH CENTER CELLS
Cadle Cap ranks models with within-benchmark percentiles so ARC-AGI ~40 and MMLU ~90 never compete raw. Coverage AVG is an importance-weighted mean of filled expert cells only — blanks are skipped, not zeroed.
ANALYSIS · TRUTH CENTER
Hard benches (GPQA · ARC-AGI · LCB · Agentic) sit left — a mid-40 on ARC-AGI can still be frontier. Broader benches on the right are easier and often higher.
Full Matrix desk → CADLE INSIGHTS Only measured signals
INTELLIGENCE
18.8
Media Cap quality axis
CODING
23.5
Media Cap quality axis
AGENTIC
41.6
Media Cap quality axis
MATH
91.1
Media Cap quality axis
MATRIX OVERALL
33.1
AVG 55.9 across matrix cells
STRONGEST SIGNAL
Intelligence
Cap axis 18.8
BLENDED $/1M
$1.00
In $0.25 · Out $0.75
VALUE INDEX
33.1
Quality ÷ blended $/1M (higher is better)
SPEED · COST · QUALITY Measured matrix / AA / gateway rows only.
Overall (Matrix) 33.1
Cap Intelligence 33.6
AA / Intel index 10.8
Cap Coding 17.4
Matrix Coding 23.5
Input $/1M $0.25
Output $/1M $0.75
Value pts/$ 33.58 Overview Truth Center Benchmarks Pricing History Community COMMUNITY REVIEWS OPERATOR NOTES
Quality, latency, cost, and failure modes — not marketing copy.
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First review sets the tone for how teams evaluate Inception: Mercury 2.
MODEL COMPARISON Add model to compare… 0 1 1-bit Bonsai 1.7B 1-bit Bonsai 4B 1-bit Bonsai 8B 10EROS INT8 20231101 layoutlm2 1.2k 3ep Doc A 20231102 layoutlm2 1.2k 3ep Doc B 20231108 layoutlm2 5k 3ep Doc NA 20231113 DocVQA laytlm 1ep full50k Doc NA 20231114 DocVQA laytlm 2ep full50k Doc NA 28 Mar24 QA layout3 360VL 8B 360VL-70B 3B de ft research release A.X K2 abab6.5s abab7-preview Abliterated Large Flash Abliterated Large Flash Abliterated Large V2 Abliterated Model Abliterated Model Abliterated Model Large Abliterated Model Large Abliterated Model Large V2 Abliterated Model Large V2 ABot-World v0.1 AccVideo ace gguf ace step 1.5 gguf merge models ACE Step 1.5 Naija Legacy Rhythms LoRA v1 ACE Step 1.5 XL Turbo MLX Serve 8bit ACE Step v1 chinese rap LoRA Ace Step1.5 acestep 5Hz lm 0.6B acestep 5Hz lm 4B acestep captioner acestep v15 base acestep v15 sft acestep v15 xl base acestep v15 xl sft acestep v15 xl sft diffusers acestep v15 xl turbo acestep v15 xl turbo diffusers acoustic acestep1.5 xl v1 Active Speaker Detection Agent Max Agent Prime Agent Standard Agentic Chat (Claude Fable 5.1) Agentic Chat (Claude Fable 5) Agentic Chat (Claude Haiku 4.5) Agentic Chat (Claude Opus 4.5) Agentic Chat (Claude Opus 4.6) Agentic Chat (Claude Opus 4.7) Agentic Chat (Claude Opus 4.8) Agentic Chat (Claude Opus 5.5) Agentic Chat (Claude Opus 5) Agentic Chat (Claude Sonnet 4.5) Agentic Chat (Claude Sonnet 4.6) Agentic Chat (Claude Sonnet 5.5) Agentic Chat (Claude Sonnet 5) Agentic Chat (GPT-5 Codex) Agentic Chat (GPT-5 Mini) Agentic Chat (GPT-5.1) Agentic Chat (GPT-5.2 Codex) Agentic Chat (GPT-5.2) Agentic Chat (GPT-5.3 Codex) Agentic Chat (GPT-5.4 Mini) Agentic Chat (GPT-5.4 Nano) Agentic Chat (GPT-5.4) Agentic Chat (GPT-5.5) Agentic Chat (GPT-5.6 Luna) Agentic Chat (GPT-5.6 Sol) Agentic Chat (GPT-5.6 Terra) Agentic Chat (GPT-6 Astra) Agentic Chat (GPT-6 Luna) Agentic Chat (GPT-6 Sol) Agentic Chat (GPT-6.1 Sol) Agents-A1 Agents-A1-4B Agents-A1-F16-GGUF Agents-A1-FP8 Agents-A1-Q4_K_M-GGUF Agents-A1-Q8_0-GGUF AGI-01 Frontier AGI-01 Swift Agnes 2.0 Flash Agnes 2.5 Flash Agnes 2.5 Pro Alpha Agnes 2.5 Pro Beta Agnes 3.0 Flash AI Content Detector ai layoutlmv2 finetuned docvqa AionLabs: Aion 3.5 AionLabs: Aion 3.5 AionLabs: Aion 3.5 Mini AionLabs: Aion 3.5 Mini AionLabs: Aion-2.0 AionLabs: Aion-2.0 AionLabs: Aion-3.0 AionLabs: Aion-3.0 AionLabs: Aion-3.0-Mini AionLabs: Aion-3.0-Mini AionLabs: Aion-RP 1.0 (8B) AionLabs: Aion-RP 1.0 (8B) AKI-4B Alibaba GTE Reranker ModernBERT-base all distilroberta v1 all indo e5 small v4 all MiniLM L12 v2 all MiniLM L6 v2 all MiniLM L6 v2 All MiniLM L6 v2 Embedding GGUF all MiniLM L6 v2 GGUF all MiniLM L6 v2 onnx all miniLM L6 v2 with attentions all mpnet base v2 all roberta large v1 Clear
Metric Inception: Mercury 2Provider Inception Release 2026-03-04 Input / 1M $0.25 Output / 1M $0.75 Context 128K tokens Cadle Cap 43 Cap board Cadle Language Cap 43
DATA PROVENANCE Scores may use different scales — check the Benchmarks tab for source links.
Supabase models Cadle public observationsSOURCE TRACKING Evidence linked to this model — listing, hub, benchmarks, or live gateway prices.
MEASURED CELLS Same Truth Center numbers as the datasheet above. Accuracy, reliability, safety, and cost scores are not invented.
How trust is scored →