Model tiers

How we group models — and how to override us.

Three quality tiers. When you opt in to cheaper-model swaps, we pick the cheapest model in the same tier as the one you asked for — not across tiers, not when tools are set. "Same tier" means published-benchmark equivalence within a small band, listed per tier below. The mapping is public, re-evaluated on every major model release, and overridable at the org or request level.

Jump to:Flagship Cheap-Fast Premium Reasoning Override Honest limits

How we assign tiers

Each model gets a tier based on published benchmark scores (details per tier below). Assignments are hand-curated by us today — we don't run continuous evals ourselves. When a provider ships a new frontier model, we place it based on the benchmark numbers they publish and any early independent evals we trust; when the model has been out for a few weeks and community benchmarks stabilize, we re-check.

When a swap happens on a request you opted in to, the response carries ax-gateway-routed-fromheader so you can audit exactly which model answered. The arbitrage picker never crosses tiers, never swaps whentoolsis set on the request, and never swaps a vision-bearing request to a text-only model.

Every response also carries two audit headers you can verify independently:x-gateway-swap-reasonnames why we swapped (e.g., cheapest-in-tier), andx-gateway-benchmark-basislists the exact benchmarks that placed the served model in its tier. Cross-reference the benchmark list against the tier tables below — if we ever silently move a goalpost, the header disagrees with this page and you can call us on it.

Flagship

49 models

General-purpose top-line models. Long-form generation, complex reasoning, code, agentic multi-turn. What most product traffic runs on.

Benchmarks consulted: MMLU · GPQA · HumanEval · MT-Bench

Same-tier band: within ~3 points on MMLU + within ~5 on GPQA / HumanEval

Example swap: Claude Sonnet ↔ DeepSeek-V4-Flash — both flagship-band, ~10× price difference.

Model	Provider	Region	Input /1M	Output /1M	Vision
deepseek/deepseek-v4-flashcheapest today	deepseek	global	$0.22	$0.66	—
sarvam/sarvam-30b	sarvam	in	$0.030	$0.12	—
sarvam/sarvam-105b	sarvam	in	$0.048	$0.19	—
krutrim/meta-llama/Llama-4-Scout-17B-16E-Instruct	krutrim	in	$0.083	$0.083	—
sarvam/mistral-saba-24b	sarvam	in	$0.15	$0.15	—
deepseek/deepseek-chat	deepseek	global	$0.14	$0.28	—
krutrim/krutrim-spectre-v2	krutrim	in	$0.20	$0.20	—
groq/openai/gpt-oss-120b	groq	global	$0.15	$0.60	—
qwen/qwen-mt-plus	qwen	cn	$0.26	$0.78	—
glm/glm-4.6v	glm	cn	$0.30	$0.90	✓
kimi/moonshot-v1-8k-vision-preview	kimi	cn	$0.20	$2.00	✓
groq/llama-3.3-70b-versatile	groq	global	$0.59	$0.79	—
glm/glm-4-plus	glm	cn	$0.69	$0.69	—
glm/glm-4v-plus	glm	cn	$0.69	$0.69	✓
glm/glm-4.5v	glm	cn	$0.60	$1.80	✓
qwen/qwen2.5-vl-72b-instruct	qwen	cn	$0.80	$1.00	✓
doubao/doubao-seed-2.1-turbo	doubao	cn	$0.50	$2.50	✓
doubao/doubao-seed-2.0-pro	doubao	cn	$0.53	$2.67	—
kimi/kimi-k2.5	kimi	cn	$0.60	$3.00	—
qwen/qwen-vl-max	qwen	cn	$0.80	$3.20	✓
kimi/moonshot-v1-32k	kimi	cn	$1.00	$3.00	—
glm/glm-5	glm	cn	$1.00	$3.20	—
xai/grok-4-3	xai	global	$1.25	$2.50	—
xai/grok-4-20-0309-reasoning	xai	global	$1.25	$2.50	—
xai/grok-4-20-0309-non-reasoning	xai	global	$1.25	$2.50	—
xai/grok-4-20-multi-agent-0309	xai	global	$1.25	$2.50	—
kimi/kimi-k2.6	kimi	cn	$0.95	$4.00	✓
glm/glm-5v-turbo	glm	cn	$1.20	$4.00	✓
glm/glm-5-turbo	glm	cn	$1.20	$4.00	—
glm/glm-4.5-airx	glm	cn	$1.10	$4.50	—
doubao/doubao-seed-2.1-pro	doubao	cn	$1.00	$5.00	✓
meta/muse-spark-1.1	meta	global	$1.25	$4.25	—
meta/muse-spark-1.2	meta	global	$1.25	$4.25	—
glm/glm-5.1	glm	cn	$1.40	$4.40	—
glm/glm-5.2	glm	cn	$1.40	$4.40	—
qwen/qwen3.7-max	qwen	cn	$1.65	$4.95	—
qwen/qwen-max	qwen	cn	$1.60	$6.40	—
kimi/moonshot-v1-128k	kimi	cn	$2.00	$5.00	—
xai/grok-4-5	xai	global	$2.00	$6.00	—
google/gemini-2.5-pro	google	global	$1.25	$10.00	✓
qwen/qwen3.8-max	qwen	cn	$2.00	$6.40	—
google/gemini-3.5-flash	google	global	$1.50	$9.00	✓
glm/glm-4.5-x	glm	cn	$2.20	$8.90	—
anthropic/claude-sonnet-5	anthropic	global	$2.00	$10.00	✓
openai/gpt-5.6-terra	openai	global	$2.00	$12.00	—
openai/gpt-4o	openai	global	$2.50	$10.00	✓
xai/grok-4	xai	global	$3.00	$7.50	—
anthropic/claude-sonnet-4-6	anthropic	global	$3.00	$15.00	✓
anthropic/claude-sonnet-4-5	anthropic	global	$3.00	$15.00	✓

deepseek/deepseek-v4-flash

cheapest

Provider: deepseek
Region: global
Input /1M: $0.22
Output /1M: $0.66
Vision: No

sarvam/sarvam-30b

Provider: sarvam
Region: in
Input /1M: $0.030
Output /1M: $0.12
Vision: No

sarvam/sarvam-105b

Provider: sarvam
Region: in
Input /1M: $0.048
Output /1M: $0.19
Vision: No

krutrim/meta-llama/Llama-4-Scout-17B-16E-Instruct

Provider: krutrim
Region: in
Input /1M: $0.083
Output /1M: $0.083
Vision: No

sarvam/mistral-saba-24b

Provider: sarvam
Region: in
Input /1M: $0.15
Output /1M: $0.15
Vision: No

deepseek/deepseek-chat

Provider: deepseek
Region: global
Input /1M: $0.14
Output /1M: $0.28
Vision: No

krutrim/krutrim-spectre-v2

Provider: krutrim
Region: in
Input /1M: $0.20
Output /1M: $0.20
Vision: No

groq/openai/gpt-oss-120b

Provider: groq
Region: global
Input /1M: $0.15
Output /1M: $0.60
Vision: No

qwen/qwen-mt-plus

Provider: qwen
Region: cn
Input /1M: $0.26
Output /1M: $0.78
Vision: No

glm/glm-4.6v

Provider: glm
Region: cn
Input /1M: $0.30
Output /1M: $0.90
Vision: Yes

kimi/moonshot-v1-8k-vision-preview

Provider: kimi
Region: cn
Input /1M: $0.20
Output /1M: $2.00
Vision: Yes

groq/llama-3.3-70b-versatile

Provider: groq
Region: global
Input /1M: $0.59
Output /1M: $0.79
Vision: No

glm/glm-4-plus

Provider: glm
Region: cn
Input /1M: $0.69
Output /1M: $0.69
Vision: No

glm/glm-4v-plus

Provider: glm
Region: cn
Input /1M: $0.69
Output /1M: $0.69
Vision: Yes

glm/glm-4.5v

Provider: glm
Region: cn
Input /1M: $0.60
Output /1M: $1.80
Vision: Yes

qwen/qwen2.5-vl-72b-instruct

Provider: qwen
Region: cn
Input /1M: $0.80
Output /1M: $1.00
Vision: Yes

doubao/doubao-seed-2.1-turbo

Provider: doubao
Region: cn
Input /1M: $0.50
Output /1M: $2.50
Vision: Yes

doubao/doubao-seed-2.0-pro

Provider: doubao
Region: cn
Input /1M: $0.53
Output /1M: $2.67
Vision: No

kimi/kimi-k2.5

Provider: kimi
Region: cn
Input /1M: $0.60
Output /1M: $3.00
Vision: No

qwen/qwen-vl-max

Provider: qwen
Region: cn
Input /1M: $0.80
Output /1M: $3.20
Vision: Yes

kimi/moonshot-v1-32k

Provider: kimi
Region: cn
Input /1M: $1.00
Output /1M: $3.00
Vision: No

glm/glm-5

Provider: glm
Region: cn
Input /1M: $1.00
Output /1M: $3.20
Vision: No

xai/grok-4-3

Provider: xai
Region: global
Input /1M: $1.25
Output /1M: $2.50
Vision: No

xai/grok-4-20-0309-reasoning

Provider: xai
Region: global
Input /1M: $1.25
Output /1M: $2.50
Vision: No

xai/grok-4-20-0309-non-reasoning

Provider: xai
Region: global
Input /1M: $1.25
Output /1M: $2.50
Vision: No

xai/grok-4-20-multi-agent-0309

Provider: xai
Region: global
Input /1M: $1.25
Output /1M: $2.50
Vision: No

kimi/kimi-k2.6

Provider: kimi
Region: cn
Input /1M: $0.95
Output /1M: $4.00
Vision: Yes

glm/glm-5v-turbo

Provider: glm
Region: cn
Input /1M: $1.20
Output /1M: $4.00
Vision: Yes

glm/glm-5-turbo

Provider: glm
Region: cn
Input /1M: $1.20
Output /1M: $4.00
Vision: No

glm/glm-4.5-airx

Provider: glm
Region: cn
Input /1M: $1.10
Output /1M: $4.50
Vision: No

doubao/doubao-seed-2.1-pro

Provider: doubao
Region: cn
Input /1M: $1.00
Output /1M: $5.00
Vision: Yes

meta/muse-spark-1.1

Provider: meta
Region: global
Input /1M: $1.25
Output /1M: $4.25
Vision: No

meta/muse-spark-1.2

Provider: meta
Region: global
Input /1M: $1.25
Output /1M: $4.25
Vision: No

glm/glm-5.1

Provider: glm
Region: cn
Input /1M: $1.40
Output /1M: $4.40
Vision: No

glm/glm-5.2

Provider: glm
Region: cn
Input /1M: $1.40
Output /1M: $4.40
Vision: No

qwen/qwen3.7-max

Provider: qwen
Region: cn
Input /1M: $1.65
Output /1M: $4.95
Vision: No

qwen/qwen-max

Provider: qwen
Region: cn
Input /1M: $1.60
Output /1M: $6.40
Vision: No

kimi/moonshot-v1-128k

Provider: kimi
Region: cn
Input /1M: $2.00
Output /1M: $5.00
Vision: No

xai/grok-4-5

Provider: xai
Region: global
Input /1M: $2.00
Output /1M: $6.00
Vision: No

google/gemini-2.5-pro

Provider: google
Region: global
Input /1M: $1.25
Output /1M: $10.00
Vision: Yes

qwen/qwen3.8-max

Provider: qwen
Region: cn
Input /1M: $2.00
Output /1M: $6.40
Vision: No

google/gemini-3.5-flash

Provider: google
Region: global
Input /1M: $1.50
Output /1M: $9.00
Vision: Yes

glm/glm-4.5-x

Provider: glm
Region: cn
Input /1M: $2.20
Output /1M: $8.90
Vision: No

anthropic/claude-sonnet-5

Provider: anthropic
Region: global
Input /1M: $2.00
Output /1M: $10.00
Vision: Yes

openai/gpt-5.6-terra

Provider: openai
Region: global
Input /1M: $2.00
Output /1M: $12.00
Vision: No

openai/gpt-4o

Provider: openai
Region: global
Input /1M: $2.50
Output /1M: $10.00
Vision: Yes

xai/grok-4

Provider: xai
Region: global
Input /1M: $3.00
Output /1M: $7.50
Vision: No

anthropic/claude-sonnet-4-6

Provider: anthropic
Region: global
Input /1M: $3.00
Output /1M: $15.00
Vision: Yes

anthropic/claude-sonnet-4-5

Provider: anthropic
Region: global
Input /1M: $3.00
Output /1M: $15.00
Vision: Yes

Cheap-Fast

35 models

Small, fast, cheap. Classification, short Q&A, structured extraction, tool-calling backbone for agents. Same shape as flagship traffic on the wire.

Benchmarks consulted: MMLU · HumanEval · BigBench-Hard

Same-tier band: within ~5 points on MMLU + HumanEval

Example swap: GPT-4o-mini ↔ Gemini 3.1 Flash Lite ↔ GPT-5 Nano — priced within roughly 2× of each other.

Model	Provider	Region	Input /1M	Output /1M	Vision
openai/gpt-5-nanocheapest today	openai	global	$0.050	$0.40	—
glm/glm-4-flash	glm	cn	$0.014	$0.014	—
qwen/qwen-vl-ocr	qwen	cn	$0.043	$0.072	✓
groq/llama-3.1-8b-instant	groq	global	$0.050	$0.080	—
doubao/doubao-seed-2.0-mini	doubao	cn	$0.028	$0.28	—
glm/glm-4.6v-flashx	glm	cn	$0.040	$0.40	✓
groq/openai/gpt-oss-20b	groq	global	$0.075	$0.30	—
glm/glm-4.7-flashx	glm	cn	$0.070	$0.40	—
krutrim/openai/gpt-oss-20b	krutrim	in	$0.084	$0.33	—
qwen/qwen-mt-flash	qwen	cn	$0.10	$0.28	—
doubao/doubao-seed-2.0-lite	doubao	cn	$0.10	$0.60	—
krutrim/meta-llama/Meta-Llama-3-8B-Instruct	krutrim	in	$0.20	$0.20	—
qwen/qwen-plus	qwen	cn	$0.18	$0.42	—
openai/gpt-4o-mini	openai	global	$0.15	$0.60	✓
krutrim/openai/gpt-oss-120b	krutrim	in	$0.14	$0.68	—
qwen/qwen3.5-flash	qwen	cn	$0.12	$1.15	—
google/gemini-2.5-flash-lite	google	global	$0.15	$1.25	✓
glm/glm-4.5-air	glm	cn	$0.20	$1.10	—
openai/gpt-5.6-luna	openai	global	$0.20	$1.20	—
xai/grok-code-fast-1	xai	global	$0.20	$1.50	—
google/gemini-3.1-flash-lite	google	global	$0.25	$1.50	✓
kimi/moonshot-v1-8k	kimi	cn	$0.20	$2.00	—
qwen/qwen3.7-plus	qwen	cn	$0.40	$1.60	—
google/gemini-2.5-flash	google	global	$0.30	$2.50	✓
google/gemini-3.5-flash-lite	google	global	$0.30	$2.50	✓
glm/glm-4.7	glm	cn	$0.60	$2.20	—
glm/glm-4.6	glm	cn	$0.60	$2.20	—
glm/glm-4.5	glm	cn	$0.60	$2.20	—
krutrim/meta-llama/Meta-Llama-3-70B	krutrim	in	$0.89	$0.89	—
xai/grok-build-0-1	xai	global	$1.00	$2.00	—
kimi/kimi-k2.7-code	kimi	cn	$0.95	$4.00	✓
anthropic/claude-haiku-4-5	anthropic	global	$1.00	$5.00	✓
google/gemini-3.6-flash	google	global	$1.50	$7.50	✓
kimi/kimi-k2.7-code-highspeed	kimi	cn	$1.90	$8.00	✓
openai/gpt-5.3-codex	openai	global	$1.75	$14.00	—

openai/gpt-5-nano

cheapest

Provider: openai
Region: global
Input /1M: $0.050
Output /1M: $0.40
Vision: No

glm/glm-4-flash

Provider: glm
Region: cn
Input /1M: $0.014
Output /1M: $0.014
Vision: No

qwen/qwen-vl-ocr

Provider: qwen
Region: cn
Input /1M: $0.043
Output /1M: $0.072
Vision: Yes

groq/llama-3.1-8b-instant

Provider: groq
Region: global
Input /1M: $0.050
Output /1M: $0.080
Vision: No

doubao/doubao-seed-2.0-mini

Provider: doubao
Region: cn
Input /1M: $0.028
Output /1M: $0.28
Vision: No

glm/glm-4.6v-flashx

Provider: glm
Region: cn
Input /1M: $0.040
Output /1M: $0.40
Vision: Yes

groq/openai/gpt-oss-20b

Provider: groq
Region: global
Input /1M: $0.075
Output /1M: $0.30
Vision: No

glm/glm-4.7-flashx

Provider: glm
Region: cn
Input /1M: $0.070
Output /1M: $0.40
Vision: No

krutrim/openai/gpt-oss-20b

Provider: krutrim
Region: in
Input /1M: $0.084
Output /1M: $0.33
Vision: No

qwen/qwen-mt-flash

Provider: qwen
Region: cn
Input /1M: $0.10
Output /1M: $0.28
Vision: No

doubao/doubao-seed-2.0-lite

Provider: doubao
Region: cn
Input /1M: $0.10
Output /1M: $0.60
Vision: No

krutrim/meta-llama/Meta-Llama-3-8B-Instruct

Provider: krutrim
Region: in
Input /1M: $0.20
Output /1M: $0.20
Vision: No

qwen/qwen-plus

Provider: qwen
Region: cn
Input /1M: $0.18
Output /1M: $0.42
Vision: No

openai/gpt-4o-mini

Provider: openai
Region: global
Input /1M: $0.15
Output /1M: $0.60
Vision: Yes

krutrim/openai/gpt-oss-120b

Provider: krutrim
Region: in
Input /1M: $0.14
Output /1M: $0.68
Vision: No

qwen/qwen3.5-flash

Provider: qwen
Region: cn
Input /1M: $0.12
Output /1M: $1.15
Vision: No

google/gemini-2.5-flash-lite

Provider: google
Region: global
Input /1M: $0.15
Output /1M: $1.25
Vision: Yes

glm/glm-4.5-air

Provider: glm
Region: cn
Input /1M: $0.20
Output /1M: $1.10
Vision: No

openai/gpt-5.6-luna

Provider: openai
Region: global
Input /1M: $0.20
Output /1M: $1.20
Vision: No

xai/grok-code-fast-1

Provider: xai
Region: global
Input /1M: $0.20
Output /1M: $1.50
Vision: No

google/gemini-3.1-flash-lite

Provider: google
Region: global
Input /1M: $0.25
Output /1M: $1.50
Vision: Yes

kimi/moonshot-v1-8k

Provider: kimi
Region: cn
Input /1M: $0.20
Output /1M: $2.00
Vision: No

qwen/qwen3.7-plus

Provider: qwen
Region: cn
Input /1M: $0.40
Output /1M: $1.60
Vision: No

google/gemini-2.5-flash

Provider: google
Region: global
Input /1M: $0.30
Output /1M: $2.50
Vision: Yes

google/gemini-3.5-flash-lite

Provider: google
Region: global
Input /1M: $0.30
Output /1M: $2.50
Vision: Yes

glm/glm-4.7

Provider: glm
Region: cn
Input /1M: $0.60
Output /1M: $2.20
Vision: No

glm/glm-4.6

Provider: glm
Region: cn
Input /1M: $0.60
Output /1M: $2.20
Vision: No

glm/glm-4.5

Provider: glm
Region: cn
Input /1M: $0.60
Output /1M: $2.20
Vision: No

krutrim/meta-llama/Meta-Llama-3-70B

Provider: krutrim
Region: in
Input /1M: $0.89
Output /1M: $0.89
Vision: No

xai/grok-build-0-1

Provider: xai
Region: global
Input /1M: $1.00
Output /1M: $2.00
Vision: No

kimi/kimi-k2.7-code

Provider: kimi
Region: cn
Input /1M: $0.95
Output /1M: $4.00
Vision: Yes

anthropic/claude-haiku-4-5

Provider: anthropic
Region: global
Input /1M: $1.00
Output /1M: $5.00
Vision: Yes

google/gemini-3.6-flash

Provider: google
Region: global
Input /1M: $1.50
Output /1M: $7.50
Vision: Yes

kimi/kimi-k2.7-code-highspeed

Provider: kimi
Region: cn
Input /1M: $1.90
Output /1M: $8.00
Vision: Yes

openai/gpt-5.3-codex

Provider: openai
Region: global
Input /1M: $1.75
Output /1M: $14.00
Vision: No

Premium Reasoning

15 models

Deep step-by-step reasoning, math, hard code. What you route to when quality matters more than latency and cost.

Benchmarks consulted: GPQA · MATH-500 · LiveCodeBench · AIME

Same-tier band: within ~5 points on GPQA + MATH-500

Example swap: Claude Opus ↔ DeepSeek-Reasoner — same reasoning-tier band, ~10× cheaper.

Model	Provider	Region	Input /1M	Output /1M	Vision
deepseek/deepseek-v4-procheapest today	deepseek	global	$0.66	$1.98	—
krutrim/deepseek-ai/DeepSeek-R1	krutrim	in	$0.13	$0.13	—
deepseek/deepseek-reasoner	deepseek	global	$0.55	$2.19	—
qwen/qwq-plus	qwen	cn	$0.80	$2.40	—
qwen/qvq-max	qwen	cn	$1.20	$4.80	✓
kimi/kimi-k3	kimi	cn	$3.00	$15.00	—
anthropic/claude-opus-4-6	anthropic	global	$5.00	$25.00	✓
anthropic/claude-opus-4-8	anthropic	global	$5.00	$25.00	✓
anthropic/claude-opus-4-7	anthropic	global	$5.00	$25.00	✓
anthropic/claude-opus-5	anthropic	global	$5.00	$25.00	✓
anthropic/claude-opus-4-5	anthropic	global	$5.00	$25.00	✓
openai/gpt-5.6-sol	openai	global	$5.00	$30.00	—
anthropic/claude-fable-5	anthropic	global	$10.00	$50.00	✓
openai/o1	openai	global	$15.00	$60.00	—
openai/gpt-5.6-cyber	openai	global	$12.50	$75.00	—

deepseek/deepseek-v4-pro

cheapest

Provider: deepseek
Region: global
Input /1M: $0.66
Output /1M: $1.98
Vision: No

krutrim/deepseek-ai/DeepSeek-R1

Provider: krutrim
Region: in
Input /1M: $0.13
Output /1M: $0.13
Vision: No

deepseek/deepseek-reasoner

Provider: deepseek
Region: global
Input /1M: $0.55
Output /1M: $2.19
Vision: No

qwen/qwq-plus

Provider: qwen
Region: cn
Input /1M: $0.80
Output /1M: $2.40
Vision: No

qwen/qvq-max

Provider: qwen
Region: cn
Input /1M: $1.20
Output /1M: $4.80
Vision: Yes

kimi/kimi-k3

Provider: kimi
Region: cn
Input /1M: $3.00
Output /1M: $15.00
Vision: No

anthropic/claude-opus-4-6

Provider: anthropic
Region: global
Input /1M: $5.00
Output /1M: $25.00
Vision: Yes

anthropic/claude-opus-4-8

Provider: anthropic
Region: global
Input /1M: $5.00
Output /1M: $25.00
Vision: Yes

anthropic/claude-opus-4-7

Provider: anthropic
Region: global
Input /1M: $5.00
Output /1M: $25.00
Vision: Yes

anthropic/claude-opus-5

Provider: anthropic
Region: global
Input /1M: $5.00
Output /1M: $25.00
Vision: Yes

anthropic/claude-opus-4-5

Provider: anthropic
Region: global
Input /1M: $5.00
Output /1M: $25.00
Vision: Yes

openai/gpt-5.6-sol

Provider: openai
Region: global
Input /1M: $5.00
Output /1M: $30.00
Vision: No

anthropic/claude-fable-5

Provider: anthropic
Region: global
Input /1M: $10.00
Output /1M: $50.00
Vision: Yes

openai/o1

Provider: openai
Region: global
Input /1M: $15.00
Output /1M: $60.00
Vision: No

openai/gpt-5.6-cyber

Provider: openai
Region: global
Input /1M: $12.50
Output /1M: $75.00
Vision: No

Override the mapping.

Three levers. Use whichever fits your rollout.

Per-request: force the exact model

POST /v1/chat/completions
X-Gateway-Routing: explicit

With this header, the gateway sends to the exact model in your request'smodelfield, no swap. Useful for the small slice of traffic where you know model identity matters (deterministic user output, upstream tool-call quirks, benchmark runs). Applies per request; leave it off elsewhere to keep the savings.

Per-org: disable swaps entirely

Turn off cheaper-model swaps at /dashboard/settings → Routing. Every request routes to the exact model you asked for until you re-enable. Same effect as sending the header on every call, but org-wide.

Per-org: pin individual models

At /dashboard/settings → Tier overrides you can, per model, either move it to a different tier or exclude it from arbitrage entirely for your org. Common patterns: "treat Claude Haiku as flagship because we trust it", or "never let the picker route to DeepSeek-V4-Flash for us." Explicit requests still route to the requested model regardless of these settings.

What we don't do yet.

One honest gap worth naming so you can decide whether it matters to you.

No continuous eval. We hand-place new models based on the benchmark scores providers publish and community re-runs we trust. When a benchmark shifts materially or a model quietly degrades between versions, we'll notice on the next audit cycle, not the day it happens. If you care about that lag, keep swaps off org-wide, or use tier overrides to pin the specific models you care about, and re-visit as we build out nightly eval infrastructure.