What Is a Tier 1 AI Operator?
A tier 1 operator is just starting out. Enter four token pillars to compute your total tokens — and see your class tier on the experience ladder from IGNITER to ARCH+.
What is a tier 1 operator?
A tier 1 AI operator — called IGNITER in the SigRank class system — is an operator who is just starting to accumulate real token volume. They are lighting the first sparks: high fresh input, low cache reuse, and output still finding its footing. Every operator starts here, regardless of which AI model they use.
Tier 1 does not mean a bad operator. It means an early operator. The tier ladder measures accumulated experience through total tokens (input + output + cache-read + cache-write), not skill or productivity. A tier 1 operator may have high yield in a single session — they simply haven't accumulated enough total volume to climb yet.
The fastest way to climb from tier 1 is consistent usage across sessions: prompt caching raises cache-read, denser output raises output tokens, and both grow your total volume. The calculator below shows which tier your current token counts place you in.
Not the military term. “Tier 1 operator” also refers to special mission units in military contexts (Delta Force, Navy SEALs, 75th Ranger Regiment, etc.). SigRank's tier 1 refers to AI coding operators — the human driving an AI coding agent — ranked by accumulated token telemetry, not military classification.
NOTE: Class tier is based on TOTAL TOKENS (input + output + cacheCreate + cacheRead), not yield. The yield score above is shown for context only — switch to pillar input to determine your class tier.
Class tier is based on total tokens (input + output + cacheCreate + cacheRead). Authoritative tiers are assigned server-side from signed snapshots. TRANSMITTER is a separate peak badge, not on the experience ladder.
The class ladder, explained
Every operator starts as a tier 1 IGNITER — dormant potential, the still soul, waiting. The first promotion comes from accumulating real volume. BEARER (tier 2) operators have quiet accumulation — the first real volume. REFINER (tier 3) operators are practicing with purpose, building early sustained volume. SEEKER (tier 4) operators are approaching the center, experience accumulating. BASE (tier 5) is the center of the field — the average operator's experience. POWER (tier 6) operators are above the center, with volume compounding. ARCH (tier 7) operators are system builders — sustained volume, coherent output. ARCH+ (tier 8) is the deepest field experience — volume that became architecture. The ladder measures accumulated experience, not your raw spend.
Thresholds shown here are approximate. The authoritative tier is computed server-side from ed25519-signed snapshots submitted via the SigRank CLI — see /score to submit your own.
Frequently asked questions
What are the AI operator class tiers?
SigRank assigns every operator a class tier based on TOTAL TOKENS (input + output + cacheCreate + cacheRead), on an 8-tier experience ladder from low to high: IGNITER, BEARER, REFINER, SEEKER, BASE, POWER, ARCH, and ARCH+. Each tier is split into three sub-stages (I/II/III). TRANSMITTER is a separate peak badge, not a permanent class. The tier describes the operator’s accumulated experience, not the AI model being driven.
What yield score do I need for each tier?
Class tier is not based on yield — it is based on total tokens (input + output + cacheCreate + cacheRead). The 8 tiers, from lowest to highest, are IGNITER, BEARER, REFINER, SEEKER, BASE, POWER, ARCH, and ARCH+. The authoritative tier is assigned server-side from signed token-telemetry snapshots on the leaderboard.
Does the class tier depend on which AI model I use?
No. SigRank scores the operator — the operator driving the AI — not the model. The four token pillars are platform-neutral, so a Claude operator and a ChatGPT operator can be compared on the same tier ladder. A strong operator compounds signal on any model.
How do I raise my operator class?
The fastest gains come from prompt caching (raising cache_read and cache hit rate) and from denser output per fresh input (raising compression ratio). Yield rewards both at once. Typing more input without caching or denser output rarely moves the tier.
Is the class tier the same as a rank?
No. Rank is your ordinal position on the leaderboard (1st, 50th, etc.). Class tier is an experience band derived from your total tokens. Many operators share a tier; only one holds a given rank.
Related: Yield Calculator · Methodology · Read Your Cascade · Cache Hit Rate · Leaderboard · Submit Your Score · AI Operator Scoring
Checking tiers for a whole team?
The class checker shows individual operator tiers. If you need a private baseline for a team or workflow — cohort-level tier distribution, intervention testing, and a defensible baseline report — MO§ES™ offers a 30-day baseline assessment using the same content-free telemetry.
Explore the baseline assessment →