MQ
MODELQUEST
choose the right AI for the quest
← Duels
Quick DuelCost / coding ceilingmeth_v0_1_1 · peer min-max

Grok vs Sol

Alt-frontier value coding vs OpenAI max-effort ceiling — price, tempo, and agentic STR. Public stats are peer-relative ranks (40–95 band among scored Builds), not absolute “% intelligence.”

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Build A

Grok 4.5 · API · High effort

The alt-frontier code smith — near-Opus agentic coding at a third the token bill.

74.0
$2/$6 · grok-4.5
Full sheet →
Build B

GPT-5.6 Sol · API · Max effort

The ecosystem operator — max-effort Sol for hard agents, not cheap chat.

79.7
$5/$30 · gpt-5.6-sol
Full sheet →
Stat comparison

Six attributes (peer public)

Grok
Attr
Sol
68.8 A
STR
Execution
Sol +26.1
94.9 A
76.7 B
DEX
Tempo
Grok +18.4
58.3 B
65.6 A
CON
Reliability
Sol +29.6
95.2 A
71.8 A
INT
Reasoning
Sol +23.1
94.9 A
72.1 A
WIS
Judgment
Grok +32.2
39.9 A
88.9 B
CHA
Collaboration
Sol +6.1
95.0 B
Evidence beyond peer ranks

Same-harness & loadout

SignalGrokSol
Vals SWE Verified · mini-swe-agent86.6%96.2%
Terminal-Bench 2.183.3% (vendor)88.0% AA max
List price (in/out per MTok)$2 / $6$5 / $30
AA decode / high TTFT~93 tok/s · ~14s~75 tok/s · ~151s max
Arena Elo (openlm)15051509
Quest verdicts

Large Existing Codebase

Decisive on Execution: Solpublic ranges do not overlap (Grok 64.872.8 vs Sol 90.998.9).

  • Large Existing CodebaseSol · conf A

    Independent SWE Verified gap is large (96.2% vs 86.6%); peer STR max is Sol.

    Quest Fit →
  • Autonomous Coding AgentSol · conf A

    Ceiling pick when harness is named and wrong is expensive — cost is the tax.

    Quest Fit →
  • Best Under BudgetGrok · conf A

    $2/$6 vs $5/$30 plus far lower TTFT at high effort.

    Quest Fit →
  • Vibe Code a New AppGrok · conf B

    Iteration tempo + price; Sol still wins pure ceiling if budget is open.

    Quest Fit →
  • Fast EverydayGrok · conf A

    DEX peer max; Sol max-effort is not a sprinter.

    Quest Fit →

Grok: Near-Opus agentic coding at $2/$6 with class-leading tempo and preference Elo.

Sol: Highest independent SWE Verified in the peer set — pay $5/$30 and max-effort TTFT for the ceiling.