com.modevc/chart-open-weights-vs-proprietary-arena-gap

up checked 2026-11-11T08:38:15.432Z

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Publisher-provided title

Mode VC Chart: Open Weights vs. Proprietary AI: The Gap Stays at 42 Points

Publisher-provided description

Open weights briefly beat every proprietary model in early 2025 (deepseek-r1); today the best.

Summary by lookupd

Lets an agent query Mode VC's Chart of the Day data on open vs. proprietary AI model performance gaps and related venture metrics.

Install

Claude Code, remote (streamable-http)

claude mcp add --transport http chart-open-weights-vs-proprietary-arena-gap https://modevc.com/api/mcp/chart-open-weights-vs-proprietary-arena-gap

Codex, remote (streamable-http)

codex mcp add chart-open-weights-vs-proprietary-arena-gap --url https://modevc.com/api/mcp/chart-open-weights-vs-proprietary-arena-gap

Cursor, remote (streamable-http) → .cursor/mcp.json

{
  "mcpServers": {
    "chart-open-weights-vs-proprietary-arena-gap": {
      "url": "https://modevc.com/api/mcp/chart-open-weights-vs-proprietary-arena-gap"
    }
  }
}

Other clients: docs. Or tell your agent: Set up lookupd for me: read https://lookupd.com/agent.md and follow it.

Tools (20 tools)

Publisher-provided text

• get_distribution_moat_score Rule-based 1 to 5 score of distribution defensibility, using only the acquisition channels you list and whether you have proprietary data or network effects. bu
• get_venture_chart_of_the_day Returns the most recent charts from Mode VC's Chart of the Day archive (one new chart per day, mostly AI model, adoption, developer-package and pricing data), n
• search_charts Searches every chart in the Mode VC Chart of the Day archive by keyword over title, claim, takeaway and keywords. Returns claims, takeaways, canonical URLs, mar
• get_chart_data Returns one chart from the Chart of the Day archive: the data table behind it (rows as published), claim, takeaway, note and the sources it cites. Look up by sl
• search_investors Searches the Mode VC Investor Atlas, a directory of venture capital firms and their partners compiled from public information (counts are in the response). Filt
• get_investor_details Returns one firm from the Investor Atlas: headquarters and locations, website and social links, latest fund as listed, reported entry stages, check size bands (
• get_mode_vc_thesis_and_criteria Returns Mode VC's published investment parameters as stated on https://modevc.com/thesis: ticket size, geography focus, stage, core conviction and how to pitch.
• calc_safe_dilution Models how stacked SAFEs convert at a priced round and what the founders keep, including the option pool top-up (pool in the pre-money or post-money). Same math
• calc_83b_qsbs_delaware Computes the 83(b) filing deadline and tax on the grant, the federal tax saved by a QSBS (Section 1202) exclusion at a given sale price, and Delaware franchise
• calc_term_sheet_waterfall Splits the sale proceeds between one preferred class and common holders for a liquidation multiple and participation clause (non-participating, participating un
• calc_burn_multiple_runway Projects cash month by month from current cash, revenue growth and expense growth: net burn, runway, the month cash hits zero, break-even month, default alive o
• calc_saas_metrics Computes Rule of 40, net and gross revenue retention, SaaS magic number, CAC payback and spend per new customer from the numbers you give, with the public bench
• calc_llm_inference_cost Estimates monthly LLM spend, cost per user and per request, prompt-cache savings, savings from routing a share of requests to a cheaper model, and gross margin
• calc_fundraising_readiness Scores diligence readiness from a weighted 12-item data room checklist (overall, Corporate and Legal, and each pillar), and computes runway and burn multiple fr
• calc_cofounder_equity Splits founder equity from weighted contribution scores (product and IP 40%, distribution 35%, commitment 25%) after the option pool and Founder Institute FAST
• calc_shopify_fundraising Compares Shopify Capital / revenue-based financing (factor fee, daily sales remittance rate, payback months, and effective annualized APR) against a Post-Money
• get_new_raises Lists recent SEC Form D filings (private offerings notices, public EDGAR data) from venture funds and technology companies over the last few filing days, with i
• get_firm_filings For a firm in the Mode VC Investor Atlas, returns Form ADV adviser records matched to it, recent Form D filings that name its partners, and a recent-activity ro
• get_daily_ai_raises Mode VC's daily read on AI private markets: every new SEC Form D notice from one filing day that public evidence shows is an AI company, scored 1 to 5 with Mode
• apply_to_mode_vc Sends a founder's pitch to the Mode VC team (pre-seed and seed AI companies, checks of US$1M to 5M; see get_mode_vc_thesis_and_criteria). This tool shares data:

Details

• Version: 2.0.2
• Transports: streamable-http
• Uptime (7 days): 100%
• Median latency: 361 ms
• First indexed: 2026-11-01T08:55:27.236Z
• Last seen in registry: 2026-11-01T08:55:27.236Z
• Website: https://modevc.com/charts/open-weights-vs-proprietary-arena-gap/

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