B2BB2B LLM

Prices and measured model properties

Separate contract rates, budget valuation and observed knowledge.

No current prepared translation is available. The English source is shown without machine translation.

Choose a model using both its task capabilities and the commercial terms assigned to your company. Text reference rates are expressed in USD per one million tokens; media use operation-specific units. Input, output, cache-read, cache-write and reasoning units can have separate rates; a missing official rate is unknown rather than a fabricated zero.

Three financial views

The company pays its configured actual rate. Official provider rates are comparison data. Resettable project/key usage uses the selected valuation basis and multiplier. Changing the usage multiplier does not by itself change the company debit, and resetting usage does not erase lifetime spend.

The authenticated Models and prices workspace shows account-level rates; the minimal /v1/models API contains only identity metadata. Project settings can be inherited, and a key-level override can take precedence. Completed requests retain their price snapshots so later catalog edits do not change the meaning of historical charges.

Cutoff fields

Official cutoff records the provider's stated knowledge boundary and its source when available. Observed cutoff summarizes saved behavioral observations, not the provider’s statement. It is not a verified training-data timestamp. Ordinary user verification does not update the shared observed baseline or question bank.

A difference between those dates is a reason to investigate, not standalone proof of substitution. Review the number of independent tests, the sampled facts and the reference version before interpreting a score.

Routing and caching

Prompt-cache reuse depends on the upstream and route affinity. A repeated input does not guarantee a provider cache hit when requests use different upstream capacity. Token-category composition in the dashboard is not a cache-hit rate. For deterministic affinity requirements, arrange an appropriate route/integration rather than assuming cache behavior from a low cache-read price.

The reference table below is informational. Consult the account model page for actual assigned terms; public comparison rates are not a quote for every company. Gateway and direct-provider access are agreed separately, considering region, legal entity and payment method. Discounts of up to 50% may be available in some cases; the offer specifies the amount and comparison basis.

Images pricing is route-specific

Price company image work from the selected reviewed route, not the model text-rate table or the account Tokens presentation. Contract-specific billing and Usage Limit valuation remain distinct, and the user/account multipliers are applied in the existing order. A metered quote can remain unknown until supplier usage arrives. No balance is reserved, and an accounting record can precede settlement. Use the quote reference.

Media tariffs on model cards

Authenticated Models cards also show Images, Audio and Video contract prices, separately from token endpoint rates: all parameter-specific rules, the price formula, the selected account billing multiplier and its source. Depending on the offer, the formula is per image, completed request/video, second, rounded audio minute or normalized token usage. A separate official-media card is for Usage Limit valuation, not an extra wallet charge. The Models token reference table is never substituted for a missing official media tariff.

The card is account-level information, not a request quote: choose your API key and route in Playground for current key/group availability, parameters and Usage multiplier. A missing, expired or unavailable media tariff is not displayed as zero. With official_price valuation, the route must have an official media tariff; absence blocks new work rather than using the customer price.

Choosing text or media in the company workspace

Models and prices separates text/other models, images, audio and video. Transcription belongs to Audio even when its result is text. A multi-operation model may be listed in multiple media groups, without merging the offers of different routes.

For each usable reviewed route, the card presents the contract's allowed request options, default values and exact bounds, including prompt characters, file/reference limits, duration and output choices where supported. A disclosure identifies unsupported combinations. Missing or inactive review does not authorize a capability, invent a price or imply an unlimited input. Global text-token prices are omitted from media Details; actual contract token-based media billing, when configured, remains in its media tariff.

The four-field public /v1/models API is for ID discovery only. Obtain account rates and known model limits in this workspace, then use the intended project key in Playground to check eligibility and the quote. Reading or copying a model card does not run a supplier test.

Save up to 50% with an individual offer

Up to 50% on selected offers. Savings and the comparison basis depend on access type, region, legal entity and payment method and are specified in your offer.

Request an offer

Official provider references are not your company’s tariff. Missing prices do not mean free service. Availability and the applicable tariff are confirmed separately.

Text models

Official reference: USD per 1M tokens.

ModelInputOutputCache readCache writeReasoningB2B LLM offer
Claude Fable 5
claude-fable-5
$10$50$1$12.5$50Individual offer
Claude Opus 5
claude-opus-5
$5$25$0.5$6.25$25Individual offer
Claude Sonnet 5
claude-sonnet-5
$2$10$0.2$2.5$2Individual offer
DeepSeek V4 Flash
deepseek-v4-flash
$0.15$0.6$0.006$0.15$0.6Individual offer
DeepSeek V4 Pro
deepseek-v4-pro
$0.435$0.87$0.003625$0.435$0.87Individual offer
GLM 5.2
glm-5.2
$1.4$4.4$0.26$1.4$4.4Individual offer
GPT 5.6 Luna
gpt-5.6-luna
$0.2$0.4$0.2$0.25$0.2Individual offer
GPT 5.6 Sol
gpt-5.6-sol
$5$30$0.5$6.25$30Individual offer
GPT 5.6 Terra
gpt-5.6-terra
$2$12$0.2$2.5$12Individual offer
GPT 6 Astra
gpt-6-astra
$10$50$1$12$50Individual offer
Kimi K2.7 Code
kimi-k2.7-code
$1.9$8$0.38$1.9$8Individual offer
Kimi K3
kimi-k3
$3$15$0.3$3$15Individual offer
MiMo V2.5
mimo-v2.5
$0.15$0.3$0.04$0.15$0.3Individual offer
MiMo V2.5 Pro
mimo-v2.5-pro
$0.45$0.9$0.04$0.45$0.9Individual offer
MiniMax M3
minimax-m3
$0.45$1.8$0.09$0.45$1.8Individual offer
Qwen3.7 Max
qwen3.7-max
$2.5$7.5$2.5$2.5$7.5Individual offer
Qwen3.7 Plus
qwen3.7-plus
$1.2$4.8$1.2$1.2$4.8Individual offer
Claude Fable 5.1
claude-fable-5-1
$10$50$0.25$12.5$50Individual offer
Claude Haiku 5.5
claude-haiku-5-5
$0.5$2.5$0.05$0.625$2.5Individual offer
Claude Opus 4.6
claude-opus-4-6
$5$25$0.5$6.25$25Individual offer
Claude Opus 4.7
claude-opus-4-7
$5$25$0.5$6.25$25Individual offer
Claude Opus 4.8
claude-opus-4-8
$5$25$0.5$6.25$25Individual offer
Claude Opus 5.5
claude-opus-5-5
$4$20$0.2$5$20Individual offer
Claude Sonnet 4.6
claude-sonnet-4-6
$3$15$0.3$3.75$15Individual offer
Claude Sonnet 5.5
claude-sonnet-5-5
$2$10$0.1$2.5$2Individual offer
DeepSeek V4.1 Flash
deepseek-v4.1-flash
$0.15$0.6$0.006$0.15$0.6Individual offer
Gemini 3.1 Pro
gemini-3.1-pro
$2$12$0.2$2$12Individual offer
Gemini 3.6 Flash
gemini-3.6-flash
$0.75$4.125$0.0825$0.75$4.125Individual offer
Gemini 3.7 Flash
gemini-3.7-flash
$0.75$4.125$0.0825$0.75$4.125Individual offer
Gemini 3.8 Flash
gemini-3.8-flash
$0.75$3.75$0.075$0.75$3.75Individual offer
GLM 5 Turbo
glm-5-turbo
$1$3.2$0.2$1$3.2Individual offer
GLM 5.3
glm-5.3
$1.4$4.4$0.26$1.4$4.4Individual offer
GLM 5.3 Flash
glm-5.3-flash
$0.15$0.5$0.03$0.15$0.5Individual offer
GPT 5.4
gpt-5.4
$2.5$15$0.25$3.75$15Individual offer
GPT 6 Luna
gpt-6-luna
$0.1$0.5$0.01$0.125$0.5Individual offer
GPT 6 Sol
gpt-6-sol
$2$10$0.2$2.5$10Individual offer
GPT 6.1 Sol
gpt-6.1-sol
$2$10$0.2$2.5$10Individual offer
Qwen3.8 Flash
qwen3.8-flash
$0.15$0.47$0.016$0.2$0.47Individual offer
Qwen3.8 Max
qwen3.8-max
$2$6$0.25$2.5$6Individual offer

Images

GPT Image 2

gpt-image-2

Individual offer

Parameter option 1 · image.generate

Billing unit: per image

Official reference: per image

{
    "basis": "per_image",
    "rules": [
        {
            "unit_usd": "0.006",
            "when": {
                "quality": "low",
                "size": "1024x1024"
            }
        },
        {
            "unit_usd": "0.005",
            "when": {
                "quality": "low",
                "size": "1536x1024"
            }
        },
        {
            "unit_usd": "0.053",
            "when": {
                "quality": "medium",
                "size": "1024x1024"
            }
        },
        {
            "unit_usd": "0.041",
            "when": {
                "quality": "medium",
                "size": "1536x1024"
            }
        },
        {
            "unit_usd": "0.211",
            "when": {
                "quality": "high",
                "size": "1024x1024"
            }
        },
        {
            "unit_usd": "0.165",
            "when": {
                "quality": "high",
                "size": "1536x1024"
            }
        }
    ]
}
ParameterSupported values / limitDefault
prompt_max_chars4000—
n{"min":1,"max":4}—
quality["low","medium","high"]low
response_format["b64_json"]b64_json
size["1024x1024","1536x1024"]1024x1024

Options are separate and must not be combined. Confirm access for your API key in your account before sending a request.

Parameter option 2 · image.edit

Billing unit: per image

Official reference: Not published

ParameterSupported values / limitDefault
prompt_max_chars4000—
n{"min":1,"max":4}—
quality["low","medium","high"]low
size["1024x1024","1536x1024"]1024x1024
input.mask.allowedNo—
input.mask.max_bytes8388608—
input.mask.mime_types["image/png"]—
input.mask.requiredNo—
input.mask.requires_alphaYes—
input.mask.same_dimensionsYes—
input.max_image_bytes8388608—
input.max_images1—
input.max_pixels16000000—
input.max_total_bytes8388608—
input.mime_types["image/png"]—
input.min_images1—

Options are separate and must not be combined. Confirm access for your API key in your account before sending a request.

GPT Image 2.5 Flare

gpt-image-2.5-flare

Individual offer

Parameter option 1 · image.generate

Billing unit: per image

Official reference: per image

{
    "basis": "per_image",
    "rules": [
        {
            "unit_usd": "0.006",
            "when": {
                "quality": "low",
                "size": "1024x1024"
            }
        },
        {
            "unit_usd": "0.005",
            "when": {
                "quality": "low",
                "size": "1536x1024"
            }
        },
        {
            "unit_usd": "0.053",
            "when": {
                "quality": "medium",
                "size": "1024x1024"
            }
        },
        {
            "unit_usd": "0.041",
            "when": {
                "quality": "medium",
                "size": "1536x1024"
            }
        },
        {
            "unit_usd": "0.211",
            "when": {
                "quality": "high",
                "size": "1024x1024"
            }
        },
        {
            "unit_usd": "0.165",
            "when": {
                "quality": "high",
                "size": "1536x1024"
            }
        }
    ]
}
ParameterSupported values / limitDefault
prompt_max_chars4000—
n{"min":1,"max":4}—
quality["low","medium","high"]low
response_format["b64_json"]b64_json
size["1024x1024","1536x1024"]1024x1024

Options are separate and must not be combined. Confirm access for your API key in your account before sending a request.

GPT Image 2.5 Sunburst

gpt-image-2.5-sunburst

Individual offer

Parameter option 1 · image.generate

Billing unit: per image

Official reference: per image

{
    "basis": "per_image",
    "rules": [
        {
            "unit_usd": "0.006",
            "when": {
                "quality": "low",
                "size": "1024x1024"
            }
        },
        {
            "unit_usd": "0.005",
            "when": {
                "quality": "low",
                "size": "1536x1024"
            }
        },
        {
            "unit_usd": "0.053",
            "when": {
                "quality": "medium",
                "size": "1024x1024"
            }
        },
        {
            "unit_usd": "0.041",
            "when": {
                "quality": "medium",
                "size": "1536x1024"
            }
        },
        {
            "unit_usd": "0.211",
            "when": {
                "quality": "high",
                "size": "1024x1024"
            }
        },
        {
            "unit_usd": "0.165",
            "when": {
                "quality": "high",
                "size": "1536x1024"
            }
        }
    ]
}
ParameterSupported values / limitDefault
prompt_max_chars4000—
n{"min":1,"max":4}—
quality["low","medium","high"]low
response_format["b64_json"]b64_json
size["1024x1024","1536x1024"]1024x1024

Options are separate and must not be combined. Confirm access for your API key in your account before sending a request.

Transcription and audio

GPT-4o Transcribe

gpt-4o-transcribe

Individual offer

Parameter option 1 · audio.transcribe

Billing unit: per decoded audio minute

Official reference: per decoded audio minute

{
    "basis": "decoded_minute",
    "rounding_seconds": 1,
    "unit_usd": "0.006"
}
ParameterSupported values / limitDefault
prompt_max_chars4000—
formats["wav","mp3","flac","ogg","m4a","webm"]—
languageYes—
max_bytes26214400—
max_duration_seconds1800—
response_formats["json","verbose_json","text","srt","vtt"]—
temperatureYes—
timestamp_granularities["word","segment"]—

Options are separate and must not be combined. Confirm access for your API key in your account before sending a request.

Video

Grok Imagine Video

grok-imagine-video

Individual offer

Parameter option 1 · video.generate

Billing unit: per video second

Official reference: per video second

{
    "basis": "per_second",
    "rules": [
        {
            "unit_usd": "0.05",
            "when": {
                "resolution": "480p"
            }
        },
        {
            "unit_usd": "0.07",
            "when": {
                "resolution": "720p"
            }
        }
    ]
}
ParameterSupported values / limitDefault
prompt_max_charsNot specified—
seconds["1","2","3","4","5","6","7","8","9","10","11","12","13","14","15"]6
resolution["480p","720p"]720p
aspect_ratio["16:9"]16:9

Options are separate and must not be combined. Confirm access for your API key in your account before sending a request.